ATEMPO - Asistencia Transfronteriza de EMergencias en el marco del POCTEP 2021-2027
Funding entity | Union Europea |
Main researches | Francisco Javier González Varela, Manuel F. González Penedo |
Type | Proyecto UE |
Dates | From 01/09/2023 to 31/12/2025 |
Address | Departamento de Computación. Facultad de Informática. Campus de Elviña s/n. Universidad de A Coruña 15071 A Coruña |
Phone | 981167000 ext. 1252 |
Fax | 981167160 |
Website | https://www.udc.es/lidiagroup |
Research lines |
Trustworthy Machine Learning: Scalability, Sustainability, Transparency, privacy-by-design, robustness. Federated Machine Learning and for IoT low-cost devices "Human in the loop" machine learning Algorithms for data preprocessing: dimensionality reduction, unbalanced and missing data Agent-based modeling Validation and usability of information systems Decision-making intelligent systems Uncertainty reasoning and quantum computing Usability studies and user-computer interactions. Large scale machine learning (Big Data environments) |
Keywords | Aprendizaje Automático; Reducción dimensión; Sistemas híbridos; monitorización; diagnóstico; predicción; Modelado basado en Agentes; Validación; usabilidad; evaluación; ; heurística; Ayuda a la decisión, sistemas expertos, apnea de sueño; diagnosis; Sistemas multiagente; perfilado de usuarios; aprendizaje electrónico (e-learning) |
Services offered |
The research team has already experience in the development of R&D applied proyects, in areas such as industry 4.0, health or environmental sustainability, among others. In these projects, LIDIA has collaborated with external companies and administrations. In general, the reserach group has capacities for the development of artificial intelligence systems modeling expert behaviour in monitoring, diagnosis, classification, prediction or process management. |
Infraestructure resources | Ordenadores de sobremesa y portátiles Estaciones de trabajo Tabletas Impresoras Scanners |
Transferable results | -Shiva:Sistema Heurístico e integrado de validación.Rexistro:C-4445/-Samoa:Sistema Automático de monitarización de apneas en sueño.Rexistro C-5586/-Visnu:Una herramienta para la validación y análisis de usabilidad de sistemas informáticos Registro 03/2007/775/NST-Expert:Un sistema experto para el diagnóstico Antenatal.Registro:03/2007/1153 |
You can browse the catalog by selecting a merit type and year.
ATEMPO - Asistencia Transfronteriza de EMergencias en el marco del POCTEP 2021-2027
Funding entity | Union Europea |
Main researches | Francisco Javier González Varela, Manuel F. González Penedo |
Type | Proyecto UE |
Dates | From 01/09/2023 to 31/12/2025 |
Ciencia e ingeniería de datos para la mejora de la función estadística oficial (CIDMEFEO)
Funding entity | INSTITUTO NACIONAL DE ESTADÍSTICA |
Main researches | Ricardo Cao Abad, Manuel Francisco González Penedo |
Type | Proyecto Programas Nacionales |
Dates | From 13/05/2023 to 12/05/2026 |
Algoritmos de selección de características verdes y rápidos
Funding entity | Ministerio de Ciencia e Innovación |
Main researches | Verónica Bolón Canedo |
Type | Proyecto Programas Nacionales |
Dates | From 01/12/2022 to 30/11/2024 |
Tutor de programación inteligente mediante robótica simulada
Funding entity | Ministerio de Ciencia e Innovación |
Main researches | Francisco Javier Bellas Bouza (IP1) / Óscar Fontenla Romero (IP2) |
Type | Proyecto Programas Nacionales |
Dates | From 01/12/2022 to 30/11/2024 |
Purposeful Intrinsically motivated Lifelong Learning Autonomous Robots (PILLAR-Robots)
Funding entity | Union Europea |
Main researches | Richard J. Duro Fernández |
Type | Proyecto UE |
Dates | From 01/10/2022 to 30/09/2026 |
SMART PRE2: Inteligencia Artificial aplicada a la predicción y prevención de enfermedades profesionales
Funding entity | Red.es |
Main researches | José Luis Calvo Rolle ; Óscar Fontenla Romero |
Type | Proyecto Programas Nacionales |
Dates | From 01/09/2022 to 30/04/2024 |
Aprendizaje profundo ético
Funding entity | Ministerio de Ciencia e Innovación |
Main researches | Cancela Barizo, Brais |
Type | Proyecto Programas Nacionales |
Dates | From 01/09/2022 to 31/08/2025 |
Centro Mixto de Investigación UDC-NAVANTIA «El astillero del futuro»
Funding entity | Axencia Galega de Innovación (GAIN) |
Main researches | Pablo Fariñas Alvariño |
Type | Proyecto Programas Autonomicos |
Dates | From 20/07/2022 to 19/07/2025 |
ASIMETRÍAS DE GÉNERO EN LA COMUNICACIÓN POLÍTICA DIGITAL. PRÁCTICAS, ESTRUCTURAS DE PODER Y VIOLENCIAS EN LA TUITESFERA ESPAÑOLA
Funding entity | INSTITUTO DE LA MUJER. MINISTERIO DE IGUALDAD |
Main researches | María Teresa Piñeiro Otero |
Type | Proyecto Otros Programas |
Dates | From 01/01/2022 to 31/12/2023 |
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2022
Funding entity | Consellería de Educación |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2022 to 20/11/2025 |
Descripción del estado del arte del Quantum Machine Learning
Funding entity | FUNDACIÓN INSTITUTO TECNOLÓXICO DE GALICIA |
Main researches | Vicente Moret-Bonillo, Eduardo Mosqueira-Rey |
Type | Contrato |
Dates | From 01/12/2022 to 31/12/2022 |
Evaluación del riesgo asociado a la exposición a nanomateriales: estrategias toxicológicas in vitro, in vivo e in silico
Funding entity | Ministerio de Ciencia e Innovación |
Main researches | Vanessa Valdiglesias García |
Type | Proyecto Programas Nacionales |
Dates | From 01/09/2021 to 31/08/2024 |
SMART LEAN PLATFORM 4.0 FOR PEOPLE (SLP4P)
Funding entity | INOVALABS DIGITAL, S.L. |
Main researches | Bertha Guijarro, Óscar Fontenla |
Type | Contrato |
Dates | From 01/09/2021 to 30/04/2023 |
CEDCOVID: Ciencia e Ingeniería de datos para la evaluación, predicción poblacional y personalizada de la evolución de la enfermedad COVID-19
Funding entity | Agencia Gallega de Innovación (GAIN) |
Main researches | Ricardo Cao Abad |
Type | Proyecto Programas Autonomicos |
Dates | From 01/11/2020 to 31/12/2022 |
NExt ApplicationS of Quantum Computing (NEASQC)
Funding entity | Union Europea |
Main researches | Vicente Moret Bonillo |
Type | Proyecto UE |
Dates | From 01/09/2020 to 31/08/2024 |
Aprendizaje Automático Escalable y Explicable
Funding entity | Ministerio de Ciencia, Innovavación y Universidades |
Type | Proyecto Programas Nacionales |
Dates | From 01/06/2020 to 31/05/2024 |
Análisis de estrategias para incorporar humanos al proceso de aprendizaje automático y su aplicación a la investigación del cáncer pancreático
Funding entity | Ministerio de Ciencia e Innovación |
Main researches | Eduardo Mosqueira Rey, Elena Hernández Pereira |
Type | Proyecto Programas Nacionales |
Dates | From 01/06/2020 to 31/05/2023 |
Machine Learning on the Edge (MLoE)
Funding entity | FUNDACIÓN BBVA |
Main researches | Óscar Fontenla Romero |
Type | Proyecto Programas Nacionales |
Dates | From 30/04/2020 to 30/10/2022 |
Machine Learning on the Edge (MLoE)
Funding entity | FUNDACIÓN BBVA |
Type | Proyecto Otros Programas |
Dates | From 24/03/2020 to 24/03/2022 |
Axudas para a consolidación e estruturación de unidades de investigación competitivas.GRC
Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2019 to 20/11/2021 |
Cuando el tamaño importa: Selección de características para wearables
Funding entity | FUNDACIÓN BBVA |
Main researches | Verónica Bolón Canedo |
Type | Proyecto Otros Programas |
Dates | From 30/09/2018 to 30/06/2020 |
Optimización de métodos de selección de características basados en información mutua para arquitecturas software no convencionales
Funding entity | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Main researches | Verónica Bolón |
Type | Proyecto Otros Programas |
Dates | From 15/07/2018 to 07/05/2019 |
Social and Market Approaches to Realizing Transition to Energy Efficiency and Sustainability (SMARTEES)
Funding entity | Union Europea |
Main researches | Adina Claudia Dumitru |
Type | Proyecto UE |
Dates | From 01/05/2018 to 30/04/2021 |
Social innovation Modelling Approaches to Realizing Transition to Energy Efficiency and Sustainability (SMARTEES)
Funding entity | Union Europea |
Main researches | Christian A. Klöckner |
Type | Proyecto UE |
Dates | From 01/05/2018 to 31/10/2021 |
Asesoramiento en certificaciones profesionales Oracle
Funding entity | Tokio School S.L. |
Main researches | Eduardo Mosqueira Rey |
Type | Contrato |
Dates | From 12/11/2018 to 31/07/2019 |
Utilización de redes de neuronales como método para mantenimiento basado en la condición en los buques de la Armada
Funding entity | INDRA |
Main researches | Óscar Fontenla |
Type | Contrato |
Dates | From 10/10/2018 to 10/01/2021 |
ALGORITMOS ESCALABLES DE APRENDIZAJE COMPUTACIONAL: MAS ALLA DE LA CLASIFICACIÓN Y LA REGRESION
Funding entity | Ministerio de Economía y Competitividad (MINECO) |
Main researches | AMPARO ALONSO BETANZOS/OSCAR FONTENLA ROMERO |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2016 to 31/12/2019 |
Análisis , diseño y prototipado de un sistema inteligente de apoyo a la decisión clínica en el ámbito de la cardiología (Dra. MEKNOW)
Funding entity | Centro para el Desarrollo Tecnológico e Industrial (CDTI) |
Main researches | Elena Hernández Pereira |
Type | Contrato |
Dates | From 01/07/2016 to 30/06/2018 |
Airport Pavement Index Assessment (APIA)
Funding entity | Centro para el Desarrollo Tecnológico e Industrial (CDTI) |
Main researches | Óscar Fontenla Romero y Noelia Barreira Rodríguez |
Type | Proyecto Programas Nacionales |
Dates | From 30/06/2015 to 31/12/2017 |
Big Data y Análisis de Datos Escalable
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Francisco Herrera Triguero |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2015 to 01/01/2017 |
Comité de tumores interdisciplinar para el seguimiento integral de pacientes oncológicos. Proyecto MEET
Funding entity | Fondo Europeo de Desarrollo Regional (FEDER) |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 30/06/2015 to 31/12/2017 |
Ayudas para la consolidación y estructuración de unidades de investigación competitivas del Sistema Universitario de Galicia. Grupos de Referencia Competitiva
Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2014 to 31/12/2017 |
Análisis Inteligente de señales neurológicas y construcción de hipnogramas para detección e interpretación de eventos en síndrome de apnea en sueño
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2014 to 31/12/2016 |
Red de Tecnologías Cloud y Big Data para HPC
Funding entity | Xunta de Galicia |
Main researches | Juan Touriño Domínguez |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2014 to 31/12/2015 |
Desarrollo de una aplicación de ayuda a la gestión de actuaciones y proyectos (AGAP)
Funding entity | UNIÓN FENOSA DISTRIBUCIÓN S.A. |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 15/05/2014 to 15/07/2014 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2014 to 31/12/2014 |
Algoritmos de aprendizaje computacional en entornos distribuídos
Funding entity | Ministerio de Economía y Competitividad (MINECO) |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2013 to 31/12/2015 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2013 to 31/12/2013 |
Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)
Funding entity | Xunta de Galicia |
Main researches | Ricardo Cao Abad |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2012 to 31/12/2013 |
Red temática Española para el Avance y la Transferencia de la Inteligencia Computacional Aplicada
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Miquel Sánchez Marre |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2012 to 31/12/2012 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2012 to 31/12/2012 |
Programa de consolidación y estructuración de unidades de investigación competitivas. Modalidad de grupos de referencia competitiva
Funding entity | Consellería de Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2011 to 31/12/2013 |
Red Española de Series Temporales
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Héctor Pomares Cintas |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2011 to 31/12/2011 |
Low Carbon at Work: Modelling agents and organisations to achieve transition to a low carbon Europe (LOCAW)
Funding entity | 7º PROGRAMA MARCO - UNIÓN EUROPEA (Grant agreement 265155) |
Main researches | Ricardo García Mira |
Type | Proyecto UE |
Dates | From 01/01/2011 to 31/12/2013 |
Digital Hub
Funding entity | Prisa Digital, S.L. |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 21/11/2011 to 20/06/2014 |
Tecnologías inteligentes para el análisis del comportamiento de los usuarios en el acceso y consumo de contenidos digitales en multiplataformas
Funding entity | Prisa Digital, S.L. |
Main researches | Miguel Rodríguez Luaces, José Antonio Vilar Fernández, Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 21/11/2011 to 20/06/2014 |
Integración de visualización gráfica avanzada y soporte de ayuda a la decisión en una herramienta de planificación de redes eléctricas
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2011 to 31/12/2011 |
Red Española de Minería de Datos y Aprendizaje
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2010 to 31/12/2013 |
Nuevos métodos computacionales escalables y eficientes de aprendizaje máquina para conjuntos de datos altamente dimensionales.
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Berta M Guijarro Berdiñas |
Type | Proyecto Otros Programas |
Dates | From 01/01/2010 to 31/12/2012 |
Eficiencia energética
Funding entity | Xunta de Galicia |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 30/09/2010 to 30/06/2011 |
TECNOLOGIAS DE ANALISIS DE EFICIENCIA Y FIABILIDAD EN BUQUES-PROYECTO STEF
Funding entity | Perama Ingeniería S.L.U |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 24/06/2010 to 23/06/2011 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2010 to 31/12/2010 |
Monitor intelixente de fases de sono
Funding entity | Consellería de Economía e Industria |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Programas Autonomicos |
Dates | From 02/12/2009 to 01/12/2012 |
Red Temática Nacional de Computación Natural y Artificial (RTNAC)
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2009 to 31/12/2010 |
Galileo Speed Warning (GSW)
Type | Proyecto Otros Programas |
Dates | From 01/01/2009 to 30/06/2010 |
PROSAICO-SAÚDE: DESENVOLVEMENTO DUN SISTEMA DE AXUDA A DECISION PARA A PRESCRIPCION DE EXERCICIO FISICO EN SUXEITOS NON SAUDABLES
Funding entity | SIDECU GESTIÓN, S.A. |
Main researches | Eduardo Mosqueira Rey |
Type | Contrato |
Dates | From 01/07/2009 to 30/06/2012 |
Asistencia Técnica en el procesamiento de señales aplicado al análisis de vibraciones
Funding entity | INDRA SISTEMAS S.A. |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 01/05/2009 to 30/05/2009 |
Sistema inteligente para la predicción de fallos en aerogeneradores
Funding entity | INDRA SISTEMAS S.A. |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 01/01/2009 to 31/12/2009 |
Desenvolvemento de metodoloxías, técnicas e ferramentas de análise de usabilidade e accesibilidade de sitios e aplicacións web
Funding entity | Dirección Xeral de Investigación, Desenvolvemento e Innovación |
Type | Proyecto Otros Programas |
Dates | From 11/10/2008 to 10/10/2011 |
Axuda para a Consolidación e a Estruturación de Agrupaciones Estratégicas
Funding entity | Dirección Xeral de Investigación, Desenvolvemento e Innovación |
Main researches | Victor Gulías |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2008 to 31/12/2010 |
Consolidación e estructuración de unidades de investigación competitivas do Sistema Universitario de Galicia. Modalidade de Agrupación Estratéxica. Expediente CN 2008/060
Funding entity | Consellería de Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos / José C. Riquelme Santos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2008 to 31/12/2010 |
Actuacións de mellora de rendemento no motor de debuxo dunha ferramenta de planificación de redes eléctricas e estudo de aplicación técnicas de análise de series temporais de sistemas de control e adquisición de datos (SCADA)
Funding entity | UNION ELECTRICA FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/12/2008 to 01/12/2009 |
Atila: Desarrollo de una herramienta de análisis de tráfico con inspección profunda, revisión de logs, gestión de riesgos y adecuación de normativas
Funding entity | Xunta de Galicia |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 10/03/2008 to 09/03/2009 |
Grupo LIDIA
Type | Proyecto Otros Programas |
Dates | From 31/08/2007 to 15/11/2010 |
Red Española de Minería de Datos y Aprendizaje
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2007 to 30/06/2008 |
Programa de consolidación e estruturación de unidades de investigación competitivas. Modalidade de grupos de referencia competitiva
Funding entity | Consellería de Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2007 to 31/12/2010 |
Estudio de viabilidad y propuestas de mejora en el rendimiento del gestor de base de datos y del motor de dibujo en herramientas utilizadas en la planificación de redes eléctricas
Funding entity | UNION ELECTRICA FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/12/2007 to 01/12/2008 |
Desenvolvemento dunha nova arquitectura interna para un axente intelixente
Type | Proyecto Otros Programas |
Dates | From 21/12/2006 to 20/12/2009 |
Diseño y aplicación de técnicas de aprendizaje máquina para su integración en un sistema multiagente de detección de intrusos
Funding entity | MINISTERIO DE EDUCACIÓN Y CIENCIA |
Main researches | María Amparo Alonso Betanzos |
Type | Proyecto Otros Programas |
Dates | From 01/10/2006 to 30/09/2009 |
PROSAICO-UN SISTEMA DE AYUDA A LA DECISIÓN PARA LA PRESCRIPCIÓN Y SUPERVISIÓN PERSONALIZADA DE ACTIVIDAD FÍSICA ORIENTADA A LA MEJORA DE LA SALUD Y DEL RENDIMIENTO DEPORTIVO
Funding entity | SIDECU GESTIÓN, S.A. |
Main researches | Eduardo Mosqueira Rey |
Type | Contrato |
Dates | From 30/06/2006 to 30/06/2009 |
Integración de métodos heurísticos, empíricos y subjetivos para el desarrollo de una herramienta de ayuda al análisis de usabilidad de sistemas informáticos
Funding entity | MINISTERIO DE EDUCACIÓN Y CIENCIA |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Otros Programas |
Dates | From 31/12/2005 to 30/12/2008 |
Un sistema inteligente para detección y clasificación de hipoapneas basado en modelos de razonamiento impreciso.
Funding entity | Xunta de Galicia |
Type | Proyecto Otros Programas |
Dates | From 09/08/2005 to 08/08/2008 |
Mejora del aprendizaje de las redes neuronales y funcionales en su aplicación a la bioinformática y la ingeniería.
Funding entity | Xunta de Galicia |
Type | Proyecto Otros Programas |
Dates | From 09/08/2005 to 08/08/2008 |
Un sistema inteligente para la detección y clasificación de hipopneas basado en modelos de razonamiento impreciso
Funding entity | Xunta de Galicia |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Programas Autonomicos |
Dates | From 08/08/2005 to 07/08/2008 |
REGAX- REde Galega de AXentes
Funding entity | Xunta de Galicia |
Main researches | Richard J. Duro Fernández |
Type | Proyecto Programas Autonomicos |
Dates | From 12/07/2005 to 11/07/2006 |
DINAMIZACIÓN, CREACIÓN Y CONSOLIDACIÓN DE EMPRESAS DE BASE TECNOLÓGICA EN EL SECTOR DE LAS TECNOLOGÍAS DE LA INFORMACIÓN Y LAS COMUNICACIONES EN LA COMUNIDAD AUTÓNOMA DE GALICIA
Funding entity | Comisión Interministerial de Ciencia y Tecnología |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2005 to 31/12/2007 |
Red Española de Minería de Datos y Aprendizaje Automático
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2005 to 31/12/2005 |
Estudio, análisis y validación de un sistema de mantenimiento predictivo inteligente orientado a motores en buques (GIDAS), en el marco de convocatoria del Programa de Diseño y Producción Industrial de la ¿Xunta de Galicia
Funding entity | INDRA SISTEMAS S.A. |
Main researches | María Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 18/07/2005 to 30/09/2008 |
Estudio, Análisis y Validación de un Sistema de Mantenimiento Predictivo Inteligente Orientado a Motores en buques
Funding entity | Xunta de Galicia, Consellería de Innovación,Industria e Comercio |
Main researches | Alfonso García Ascaso, Amparo Alonso Betanzos (Grupo LIDIA) |
Type | Contrato |
Dates | From 01/01/2005 to 31/08/2008 |
Nuevos algoritmos de aprendizaje y de diseño de la topología óptima para redes neuronales y funcionales (INCENTIVO)
Funding entity | Dirección Xeral de Investigación e Desenvolvemento |
Type | Proyecto Otros Programas |
Dates | From 04/06/2004 to 03/06/2007 |
Nuevos algoritmos de aprendizaje y de diseño de la topología óptima para redes neuronales y funcionales
Funding entity | Comisión Interministerial de Ciencia y Tecnología (CICYT) |
Main researches | María Amparo Alonso Betanzos |
Type | Proyecto Otros Programas |
Dates | From 01/12/2003 to 30/11/2006 |
Una arquitectura multiagente para la detección de intrusos
Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
Type | Proyecto Otros Programas |
Dates | From 24/10/2003 to 23/10/2006 |
Una arquitectura multiagente inteligente para la detección de intrusos
Funding entity | Xunta de Galicia |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 23/10/2003 to 22/10/2006 |
Diseño, desarrollo, implementación y prueba de una herramienta para la validación y análisis de usabilidad de sistemas inteligentes
Type | Proyecto Otros Programas |
Dates | From 28/12/2001 to 28/12/2004 |
ASPECTOS TEMPORALES DE LA MONITORIZACIÓN INTELIGENTE DEL SÍNDROME DE APNEA EN SUEÑO
Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
Type | Proyecto Otros Programas |
Dates | From 20/07/2001 to 20/07/2004 |
DESARROLLO DE UN SISTEMA EXPERTO PARA PREDECIR EL PELIGRO DE INCENDIOS FORESTALES EN GALICIA Y EL N-O DE CASTILLA Y LEÓN
Funding entity | Fondo Europeo de Desarrollo Regional (FEDER) |
Type | Proyecto UE |
Dates | From 01/01/2001 to 31/12/2001 |
CONTRATO PARA ACTIVIDADES DE ASISTENCIA TÉCNICA ENTRE A UNIVERSIDADE DE SANTIAGO DE COMPOSTELA E A UDC NO MARCO DO PROXECTO "DESARROLLO DE UN SISTEMA EXPERTO PARA PREDECIR EL PELIGRO DE INCENDIOS FORESTALES EN GALICIA Y EL NOROESTE DE CASTILLA Y LEÓN
Funding entity | Universidade de Santiago de Compostela (USC) |
Type | Contrato |
Dates | From 15/10/2001 to 15/12/2001 |
Diseño, desarrollo e implementación de un sistema inteligente para la predicción del riesgo de incendios y para la gestión de recursos disponibles para la lucha contra los incendios"
Funding entity | Universidade de Santiago de Compostela |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 01/01/2001 to 31/12/2001 |
Cooperación de técnicas de Inteligencia Artificial en un Sistema de Telemonitorización antenatal. TELEMACO
Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
Type | Proyecto Otros Programas |
Dates | From 01/12/1999 to 01/12/2001 |
Implementación de una herramienta para validación y estudio de usabilidad de sistemas informáticos intensivos en conocimiento
Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
Type | Proyecto Otros Programas |
Dates | From 01/12/1999 to 01/12/2001 |
Diseño e implementación de una herramienta software de manipulación de series temporales y su aplicación en el desarrollo de un sistema basado en Redes de Neuronas Artificiales para el tratamiento de artefactos en señales cardiotocográficas.
Type | Proyecto Otros Programas |
Dates | From 06/05/1999 to 06/05/2000 |
CONVENIO DE COLABORACIÓN ENTRE LA UDC Y EL INSTITUTO TECNOLÓGICO DE GALICIA PARA LA REALIZACIÓN DE LOS TRABAJOS CORRESPONDIENTES A LA FASE FORMACIÓN / ACCIÓN EN EL ÁREA TEMÁTICA CALIDAD DEL PROYECTO QUALYMAN - INICIATIVA ADAPT DE LA UNIÓN EUROPEA
Funding entity | Instituto Tecnológico de Galicia (ITG) |
Type | Contrato |
Dates | From 23/06/1997 to 01/01/1998 |
CONVENIO PARA REALIZACIÓN TRABAJOS CORRESPONDIENTES A LA FASE DE FORMACIÓN/ACCIÓN EN EL AREA TEMÁTICA DE INNOVACIÓN, SUBÁREA DE TECNOLOGÍAS DE LA INFORMACIÓN Y LAS COMUNICACIONES DEL PROYECTO QUALYMAN.
Funding entity | Instituto Tecnológico de Galicia (ITG) |
Main researches | Vicente Moret Bonillo, Amparo Alonso Betanzos, Bernardino Arcay Varela |
Type | Contrato |
Dates | From 17/02/1997 to 30/06/1998 |
Desarrollo e integración de un sistema inteligente basado en la cooperación de técnicas simbólicas, conexionistas y de software convencional para la automatización de la monitorización fetal
Funding entity | Dirección Xeral de Universidades |
Type | Proyecto Otros Programas |
Dates | From 24/10/1996 to 24/10/1999 |
Integración de técnicas de inteligencia artificial y de ingeniería del software para el desarrollo de un sistema inteligente y de monitorización de apneas en sueño.
Funding entity | Comisión Interministerial de Ciencia y Tecnología (CICYT) |
Type | Proyecto Otros Programas |
Dates | From 01/08/1996 to 31/07/1999 |
PROCESADO E INTERPRETACIÓN DE INFORMACIÓN MULTIMEDIA PARA EL DESARROLLO DE SISTEMAS DE AYUDA A LA DECISIÓN CLÍNICA (2)
Funding entity | Comisión Interministerial de Ciencia y Tecnología |
Type | Proyecto UE |
Dates | From 01/01/1996 to 31/12/1996 |
Integración de tecnologías de ingeniería del software y de ingeniería de conocimiento al problema del diagnóstico, pronóstico y terapia antenatal
Funding entity | Dirección Xeral de Universidades |
Type | Proyecto Otros Programas |
Dates | From 12/01/1995 to 12/01/1997 |
PROCESADO E INTERPRETACIÓN DE INFORMACIÓN MULTIMEDIA PARA EL DESARROLLO DE SISTEMAS DE AYUDA A LA DECISIÓN CLÍNICA (1)
Funding entity | Comisión Interministerial de Ciencia y Tecnología (CICYT) |
Type | Proyecto UE |
Dates | From 01/01/1995 to 31/12/1995 |
ACUERDO MARCO DE COLABORACIÓN ENTRE LA UNIVERSIDAD DE A CORUÑA Y LA FUNDACIÓN INSTITUTO TECNOLÓGICO DE GALICIA
Funding entity | Instituto Tecnológico de Galicia (ITG) |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/1995 to 31/12/1998 |
ESPECTRÓMETRO DE PLASMA CON DETECTOR DE MASAS
Funding entity | Xunta de Galicia |
Main researches | Vicente Moret Bonillo |
Type | Contrato |
Dates | From 01/01/1995 to 30/06/1997 |
CARACTERIZACIÓN DE UN VAPORIZADOR DE GASES ANESTÉSICOS PRESUNTAMENTE RESPONSABLE DE DOS ACCIDENTES CON RESULTADOS DE LESIONES GRAVES
Funding entity | Juzgado de Instrucción Número 6 de A Coruña |
Type | Contrato |
Dates | From 01/01/1995 to 30/06/1995 |
ACUERDO CON LA NATIONAL LIBRARY OF MEDICINE
Funding entity | NACIONAL LIBRARY OF MEDICINE |
Type | Contrato |
Dates | From 08/05/1994 to 01/01/1995 |
SISTEMA DE ANÁLISIS ELEMENTAL
Funding entity | Xunta de Galicia |
Main researches | Vicente Moret Bonillo |
Type | Contrato |
Dates | From 01/01/1994 to 31/12/1994 |
INTERFAZ PARA ESPECTROMETRÍA DE MASAS
Funding entity | Xunta de Galicia |
Main researches | Vicente Moret Bonillo |
Type | Contrato |
Dates | From 01/01/1994 to 31/12/1994 |
SISTEMA DE MICROANÁLISIS: ESPECTROMETRÍA MONOCROMÁTICA DE RAYOS X
Funding entity | Xunta de Galicia |
Main researches | Vicente Moret Bonillo |
Type | Contrato |
Dates | From 01/01/1994 to 31/12/1994 |
Aplicación de las redes de neuronas artificiales de diagnóstico y pronostico antenatal y estudio comparativo con otras técnicas de ayuda al diagnostico y pronostico.
Funding entity | Dirección Xeral de Universidades |
Type | Proyecto Otros Programas |
Dates | From 13/01/1993 to 13/01/1994 |
DESARROLLO DE TÉCNICAS DE PREPARACIÓN DE RÉPLICAS SUPERFICIALES DE METALES SOMETIDOS A TERMOFLUENCIA PARA SU EXAMEN EN EL MICROSCOPIO ELECTRÓNICO
Funding entity | APPLUS NORCONTROL, S.L.U. |
Type | Contrato |
Dates | From 01/01/1993 to 31/12/1993 |
Monitorización inteligente de pacientes en Unidades de Cuidados Intensivos. Implementación de una aproximación orientada al caso clínico concreto.
Funding entity | Comisión Interministerial de Ciencia y Tecnología (CICYT) |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/1991 to 31/12/1993 |
Desarrollo e Implementación de un prototipo de campo para la monitorización inteligente en unidades de cuidados intensivos
Funding entity | Xunta de Galicia |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Programas Autonomicos |
Dates | From 01/05/1990 to 01/05/1992 |
Supervisor de terapia gaseosa y anestésica en situaciones pre- y peroperatorias basado en ingeniería de conocimiento
Funding entity | Xunta de Galicia |
Main researches | Juan Enrique Arias Rodriguez |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/1988 to 31/12/1990 |
PATRICIA: Planificador Inteligente Asesor de Terapias Respiratorias
Funding entity | Medical College of Georgia |
Main researches | Vicente Moret Bonillo |
Type | Contrato |
Dates | From 01/01/1988 to 31/12/1988 |
DESARROLLO DE UN RESPIRADOR CON TECNOLOGÍA HÍBRIDA JET/OAF Y SU EVALUACIÓN CLÍNICA EN PACIENTES DE ALTO RIESGO
Funding entity | Xunta de Galicia |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/1985 to 31/12/1987 |
DESARROLLO DEL RESPIRADOR HÍBRIDO JET/OAF Y EVALUACIÓN CLÍNICA EN SITUACIONES DE HIPOTENSIÓN CONTROLADA
Funding entity | Ministerio de Sanidad, Servicios Sociales e Igualdad |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/1985 to 31/12/1987 |
MIASOFT
Type | Software Registrado |
Entity | Universidade da Coruña (UDC) |
Authors | Vicente Moret Bonillo, Angel Fernández Leal, Mariano Javier Cabrero Canosa, Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, Diego Alvarez-Estevez |
Application date | 08/10/2010 |
MIASOFT (Marca)
Type | Registro de Marca |
Entity | Universidade da Coruña (UDC) |
Authors | |
Application date | 05/10/2010 |
Approval date | 17/02/2011 |
NST-EXPERT: Un sistema experto para el diagnóstico antenatal
Type | Software Registrado |
Entity | Universidade da Coruña (UDC) |
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Application date | 25/05/2007 |
Approval date | 25/05/2007 |
VISNU: Una herramienta para la validación y análisis de usabilidad de sistemas informáticos
Type | Software Registrado |
Entity | Universidade da Coruña (UDC) |
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey |
Application date | 21/03/2007 |
Approval date | 21/03/2007 |
Sistema Automático de Monitorización de Apneas en Sueño (SAMOA)
Type | Software Registrado |
Entity | Universidade da Coruña (UDC) |
Authors | Vicente Moret Bonillo, Elena Hernandez-Pereira |
Application date | 27/09/2001 |
Sistema heurístico e integrado de validación (Shiva)
Type | Software Registrado |
Entity | Universidade da Coruña (UDC) |
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey |
Application date | 13/04/2000 |
A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport
Authors | Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Martín Bayon-Gutiérrez, Paulo Novais, Óscar Fontenla-Romero, José Luis Calvo-Rolle, Héctor Aláiz-Moreton |
Journal | EXPERT SYSTEMS Vol. 41 Num. 2 |
DOI | https://doi.org/10.1111/exsy.13263 |
A One-Class Classification method based on Expanded Non-Convex Hulls
Authors | David Novoa-Paradela, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Journal | Information Fusion Vol. 89 (pages 1 to 15) |
DOI | https://doi.org/10.1016/j.inffus.2022.07.023 |
Human-in-the-loop machine learning: a state of the art
Authors | Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal |
Journal | ARTIFICIAL INTELLIGENCE REVIEW |
DOI | https://doi.org/10.1007/s10462-022-10246-w |
Low-precision feature selection on microarray data: an information theoretic approach
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Vol. 60 (pages 1333 to 1345) |
DOI | https://doi.org/10.1007/s11517-022-02508-0 |
How important is data quality? Best classifiers vs best features
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | Neurocomputing Vol. 470 (pages 365 to 375) |
Quantum Computing for Dealing with Inaccurate Knowledge Related to the Certainty Factors Model
Authors | Vicente Moret-Bonillo, Samuel Magaz-Romero, Eduardo Mosqueira-Rey |
Journal | Mathematics Vol. 10 |
DOI | https://doi.org/10.3390/math10020189 |
Anomaly Detection on Natural Language Processing to Improve Predictions on Tourist Preferences
Authors | Jorge Meira, João Carneiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Paulo Novais, Goreti Marreiros |
Journal | Electronics Vol. 11 Num. 5 |
DOI | https://doi.org/10.3390/electronics11050779 |
E2E-FS: An End-to-End Feature Selection Method for Neural Networks
Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
DOI | https://doi.org/10.1109/tpami.2022.3228824. |
Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning
Authors | Jorge Meira, Carlos Eiras-Franco, Verónica Bolón-Canedo, Goreti Marreiros, Amparo Alonso-Betanzos |
Journal | Information Sciences Vol. 607 (pages 1245 to 1264) |
DOI | https://doi.org/10.1016/j.ins.2022.06.035 |
Data-Driven Predictive Maintenance Framework for Railway systems
Authors | Jorge Meira, Bruno Veloso, Verónica Bolón-Canedo, Goreti Marreiros, Amparo Alonso-Betanzos, João Gama |
Journal | Intelligent Data Analysis |
Machine Learning Methods for Predicting League of Legends Game Outcome
Authors | Juan-Agustín Hitar-García, Laura Morán-Fernández, Verónica Bolón-Canedo |
Journal | IEEE Transactions on Games |
DOI | https://doi.org/10.1109/tg.2022.3153086 |
DSVD-Autoencoder: A scalable distributed privacy-preserving method for one-class classification
Authors | Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas |
Journal | INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS Vol. 36 (pages 177 to 199) |
Scalable feature selection using ReliefF aided by locality-sensitive hashing
Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
Journal | INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (pages 6161 to 6179) |
Applying machine learning to detect early stages of cardiac remodelling and dysfunction
Authors | Franti ek Sabov¿ik, Nicholas Cauwenberghs, Dmitry Kouznetsov, Francois Haddad, Amparo Alonso-Betanzos, Celine Vens, Tatiana Kuznetsova |
Journal | European Heart Journal-Cardiovascular Imaging Vol. 22 Num. 10 (pages 1208 to 1217) |
DOI | https://doi.org/10.1093/ehjci/jeaa135 |
Dealing with heterogeneity in the context of distributed feature selection for classification
Authors | José Luis Morillo-Salas, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | Knowledge and Information Systems Vol. 63 (pages 233 to 276) |
SOPRENE: Assessment of the Spanish Armada's Predictive Maintenance Tool for Naval Assets
Authors | David Fernández-Barrero, Óscar Fontenla-Romero, Francisco Lamas-López, David Novoa-Paradela, María D. R-Moreno, David Sanz |
Journal | Applied Sciences Vol. 11 Num. 16 (pages 7322-1 to 7322-18) |
Machine learning techniques to predict different levels of hospital care of CoVid-19
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Verónica Bolón-Canedo, Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Journal | APPLIED INTELLIGENCE Vol. 52 (pages 6413 to 6431) |
DOI | https://doi.org/10.1007/s10489-021-02743-2 |
Discovering locations and habits from human mobility data
Authors | T. Andrade, Brais Cancela, João Gama |
Journal | ANNALES DES TELECOMMUNICATIONS-ANNALS OF TELECOMMUNICATIONS Vol. 75 (pages 505 to 521) |
One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments
Authors | Diego Fernández-Francos, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 50 Num. 2 (pages 386 to 396) |
La Inteligencia Artificial en la Educación
Authors | Eduardo Mosqueira-Rey |
Journal | CUADERNOS DE PEDAGOGÍA Num. 514 (pages 6 to 7) |
From Mobility Data to Habits and Common Pathways
Authors | T. Andrade, Brais Cancela, João Gama |
Journal | EXPERT SYSTEMS |
DOI | https://doi.org/10.1111/exsy.12627 |
Community detection and social network analysis based on the Italian wars of the 15th century
Authors | Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minarova |
Journal | FUTURE GENERATION COMPUTER SYSTEMS Vol. 113 (pages 25 to 40) |
A scalable saliency-based feature selection method with instance-level information
Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama |
Journal | Knowledge-Based Systems Vol. 192 (pages 105326-1 to 105326-13) |
Feature selection with limited bit depth mutual information for portable embedded systems
Authors | Laura Morán-Fernández, Konstantinos Sechidis, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Gavin Brown |
Journal | Knowledge-Based Systems Vol. 197 |
DOI | https://doi.org/10.1016/j.knosys.2020.105885 |
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing
Authors | Carlos Eiras-Franco, David Martínez-Rego, Leslie Kanthan, César Piñeiro, Antonio Bahamonde Rionda, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Journal | ACM Transactions on Intelligent Systems and Technology Vol. 11 Num. 6 (pages 71-1 to 71-18) |
Wavefront Marching Methods: a unified algorithm to solve Eikonal and static Hamilton-Jacobi equations
Authors | Brais Cancela, Amparo Alonso-Betanzos |
Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
Feature selection in image analysis: a survey
Authors | Verónica Bolón-Canedo, Beatriz Remeseiro |
Journal | ARTIFICIAL INTELLIGENCE REVIEW Vol. 53 (pages 2905 to 2931) |
DOI | https://doi.org/10.1007/s10462-019-09750-3 |
Performance evaluation of unsupervised techniques in cyber-attack anomaly detection
Authors | Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Goreti Marreiros |
Journal | Journal of Ambient Intelligence and Humanized Computing |
A scalable decision-tree-based method to explain interactions in dyadic data
Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
Journal | DECISION SUPPORT SYSTEMS Vol. In Press |
Distributed correlation-based feature selection in Spark
Authors | Raul-Jose Palma-Mendoza, Luis de Marcos, Daniel Rodríguez, Amparo Alonso-Betanzos |
Journal | Information Sciences Vol. 496 (pages 287 to 299) |
Large scale anomaly detection in mixed numerical and categorical input spaces
Authors | Carlos Eiras-Franco, David Martínez-Rego, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
Journal | Information Sciences Vol. 487 (pages 115 to 127) |
A review of feature selection methods in medical applications
Authors | Beatriz Remeseiro, Verónica Bolón-Canedo |
Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 112 |
CUDA-JMI: Acceleration of Feature Selection on Heterogeneous Systems
Authors | Jorge González Domínguez, Roberto R. Expósito, Verónica Bolón-Canedo |
Journal | FUTURE GENERATION COMPUTER SYSTEMS Vol. 102 (pages 426 to 436) |
Insights into distributed feature ranking
Authors | Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown |
Journal | Information Sciences Vol. 496 (pages 378 to 398) |
On developing an automatic threshold applied to feature selection ensembles
Authors | Borja Seijo-Pardo, Verónica Bolón-Canedo, A. Alonso-Betanzos |
Journal | Information Fusion Vol. 45 (pages 227 to 245) |
DOI | https://doi.org/10.1016/j.inffus.2018.02.007 |
Ensembles for feature selection: A review and future trends
Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | Information Fusion Vol. 52 (pages 1 to 12) |
Distributed classification based on distances between probability distributions in feature space
Authors | Pablo Montero-Manso, Laura Morán-Fernández, Verónica Bolón-Canedo, José A. Vilar, Amparo Alonso-Betanzos |
Journal | Information Sciences Vol. 496 (pages 431 to 450) |
Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry
Authors | Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros |
Journal | INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT Vol. 46 (pages 252 to 262) |
Biases in feature selection with missing data
Authors | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Julie Josse, Mehreen Saeed, Isabelle Guyon |
Journal | Neurocomputing Vol. 342 (pages 97 to 112) |
A Systematic Approach to API Usability: Taxonomy-derived Criteria and a Case Study
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret Bonillo, Isaac Fernández Varela, Diego Álvarez Estévez |
Journal | INFORMATION AND SOFTWARE TECHNOLOGY Vol. 97 (pages 46 to 63) |
DOI | https://doi.org/10.1016/j.infsof.2017.12.010 |
An Information Theory-Based Feature Selection Framework for Big Data Under Apache Spark
Authors | Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera |
Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 48 Num. 9 (pages 1441 to 1453) |
INTELIGENCIA ARTIFICIAL EN LA INGENIERÍA: PASADO, PRESENTE Y FUTURO
Authors | Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Journal | DYNA Vol. 93 Num. 4 (pages 350 to 352) |
DOI | https://doi.org/10.6036/8639 |
On the scalability of feature selection methods on high-dimensional data
Authors | Verónica Bolón-Canedo, Diego Rego-Fernández, Diego Peteiro Barral, A. Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Journal | Knowledge and Information Systems Vol. 56 (pages 395 to 442) |
DOI | https://doi.org/10.1007/s10115-017-1140-3 |
LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks
Authors | Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas |
Journal | IEEE Transactions on Neural Networks and Learning Systems Vol. 29 Num. 8 (pages 3900 to 3905) |
DOI | https://doi.org/10.1109/tnnls.2017.2738118 |
A Systematic and Generalizable Approach to the Heuristic Evaluation of User Interfaces
Authors | David Alonso-Ríos, Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION Vol. 34 Num. 12 (pages 1169 to 1182) |
DOI | https://doi.org/10.1080/10447318.2018.1424101 |
Emerging technologies in artificial intelligence: quantum rule-based systems
Authors | Moret-Bonillo, V. |
Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 7 (pages 155 to 166) |
DOI | https://doi.org/10.1007/s13748-017-0140-6 |
A review of adaptive online learning for artificial neural networks
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Journal | ARTIFICIAL INTELLIGENCE REVIEW Vol. 49 Num. 2 (pages 281 to 299) |
DOI | https://doi.org/10.1007/s10462-016-9526-2 |
Revisiting the Wang-Mendel algorithm for fuzzy classification
Authors | Diego Álvarez Estévez, Moret-Bonillo, V. |
Journal | EXPERT SYSTEMS |
DOI | https://doi.org/10.1111/exsy.12268 |
A SIMPLE AND ROBUST METHOD FOR THE AUTOMATIC SCORING OF EEG AROUSALS IN POLYSOMNOGRAPHIC RECORDINGS
Authors | Iaac Fernández Varela, Diego Álvarez Estévez, Elena Hernandez-Pereira, Vicente Moret-Bonillo |
Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 87 (pages 77 to 86) |
An incremental non-iterative learning method for one-layer feedforward neural networks
Authors | Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas |
Journal | Applied Soft Computing Vol. 70 (pages 951 to 958) |
DOI | https://doi.org/10.1016/j.asoc.2017.07.061 |
Testing different ensemble con gurations for feature selection
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Borja Seijo-Pardo |
Journal | NEURAL PROCESSING LETTERS |
On the use of feature selection to improve the detection of sea oil spills in SAR images
Authors | David Mera, Verónica Bolón-Canedo, J.M. Cotos, A. Alonso-Betanzos |
Journal | COMPUTERS & GEOSCIENCES Vol. 100 Num. 100 (pages 166 to 178) |
DOI | https://doi.org/10.1016/j.cageo.2016.12.013 |
A Knowledge Model for the Development of a Framework for Hypnogram Construction
Authors | Angel Fernández Leal, Mariano Javier Cabrero Canosa, Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | Knowledge-Based Systems Vol. 118 (pages 140 to 151) |
DOI | https://doi.org/10.1016/j.knosys.2016.11.016 |
Can classification performance be predicted by complexity measures? A study using microarray data
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | Knowledge and Information Systems Vol. 51 Num. 3 (pages 1067 to 1090) |
DOI | https://doi.org/10.1007/s10115-016-1003-3 |
COMBINING MACHINE LEARNING MODELS FOR THE AUTOMATIC DETECTION OF EEG AROUSALS
Authors | V. Moret-Bonillo, Iaac Fernández Varela, Elena Hernandez-Pereira, Diego Álvarez Estévez |
Journal | Neurocomputing Vol. 268 (pages 100 to 108) |
Can classi cation performance be predicted by complexity measures? A study using microarray data.
Authors | A. Alonso-Betanzos, Verónica Bolón-Canedo, Laura Morán-Fernández |
Journal | Knowledge and Information Systems Vol. 51 (pages 1067 to 1090) |
DOI | https://doi.org/10.1007/s10115-016-1003-3 |
On the use of different base classifiers in multiclass problems
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 6 (pages 315 to 323) |
DOI | https://doi.org/10.1007/s13748-017-0126-4 |
On the use of different base classifiers in multiclass problems
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 6 Num. 4 (pages 315 to 323) |
DOI | https://doi.org/10.1007/s13748-017-0126-4 |
Volume, Variety and Velocity in Data Science.
Authors | A. Alonso-Betanzos, José A. Gámez, Francisco Herrera, José M. Puerta, José C. Riquelme |
Journal | Knowledge-Based Systems Vol. 117 (pages 1 to 2) |
DOI | https://doi.org/10.1016/j.knosys.2016.11.005 |
Testing different ensemble configurations for feature selection
Authors | Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | NEURAL PROCESSING LETTERS Vol. 46 Num. 3 (pages 857 to 880) |
DOI | https://doi.org/10.1007/s11063-017-9619-1 |
Content-based methods in peer assessment of open-response questions to grade students as authors and as graders.
Authors | Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde |
Journal | Knowledge-Based Systems Vol. 117 (pages 79 to 87) |
DOI | https://doi.org/10.1016/j.knosys.2016.06.024 |
Centralized vs. distributed feature selection methods based on data complexity measures
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | Knowledge-Based Systems Vol. 117 (pages 27 to 45) |
DOI | https://doi.org/10.1016/j.knosys.2016.09.022 |
On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings
Authors | L. Sánchez, N. Barreira, N. Sánchez Maroño, A. Mosquera, c. García-Resúa, M. J. Giráldez |
Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 71 (pages 30 to 42) |
DOI | https://doi.org/10.1016/j.artmed.2016.06.004 |
Data Discretization: Taxonomy and Big Data Challenge.
Authors | Ramírez-Gallego, Salvador García, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Francisco Herrera |
Journal | WIREs : Data Mining and Knowledge Discovery Vol. 6 Num. 1 (pages 5 to 21) |
DOI | https://doi.org/10.1002/widm.1173 |
A uni ed pipeline for online feature selection and classi cation.
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño, Diego Fernández Francos |
Journal | Expert Systems with Applications Vol. 55 (pages 532 to 545) |
Testing scenarios to achieve worplace sustainability goals using Backcasting and Agent-based Modeling,
Authors | García-Mira, R., Dumitru, A., A. Alonso-Betanzos, Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Tony Craig, Gary Polhill |
Journal | ENVIRONMENT AND BEHAVIOR Vol. 49 Num. 9 (pages 1007 to 1037) |
DOI | https://doi.org/10.1177/0013916516673869 |
A comparison of performance of K-complex classifi cation methods using feature selection
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Elena Hernandez-Pereira |
Journal | Information Sciences Vol. 328 (pages 1 to 14) |
DOI | https://doi.org/10.1016/j.ins.2015.08.022 |
Real-time tear lm classi cation through cost-based feature selection.
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño |
Journal | Lectures Notes in Computer Science Vol. 9420 (pages 78 to 98) |
Expert diagnosis of plus disease in retinopathy of prematurity from computer-based image analysis
Authors | John P. Campbell, Esra Ataer-Cansizoglu, Verónica Bolón-Canedo, Alican Bozkurt, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Samir Patel, James D. Reynolds, Jason Horowitz, Kelly Hutcheson, Michael Shapiro, Michael X. Repka, Philip Ferrone, Kimberly Drenser, Maria Ana Martinez-Castellanos, Susan Ostmo, Karyn Jonas, R.V. Paul Chan, Michael F. Chiang |
Journal | JAMA ophthalmology Vol. 134 Num. 6 (pages 651 to 657) |
DOI | https://doi.org/10.1001/jamaophthalmol.2016.0611 |
Fast-mRMR: Fast minimum Redundancy Maximum Relevance algorithm for high-dimensional Big Data.
Authors | Sergio Ramírez¿Gallego, Iago Lastra, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Francisco Herrera, Amparo Alonso-Betanzos |
Journal | INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (pages 1 to 19) |
DOI | https://doi.org/10.1002/int.21833 |
Fault detection via Recurrence Time statistics and one class classi cation
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, David Martínez-Rego, Jose C Principe |
Journal | PATTERN RECOGNITION LETTERS Vol. 84 (pages 8 to 14) |
DOI | https://doi.org/10.1016/j.patrec.2016.07.019 |
Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea-Hypopnea Syndrome
Authors | Diego Alvarez-Estevez, Vicente Moret-Bonillo |
Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 71 (pages 14 to 23) |
DOI | https://doi.org/10.1016/j.compbiomed.2016.01.023 |
A unified pipeline for online feature selection and classification
Authors | Verónica Bolón-Canedo, Diego Fernández Francos, Diego Peteiro Barral, A. Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Journal | Expert Systems with Applications Vol. 55 (pages 532 to 545) |
DOI | https://doi.org/10.1016/j.eswa.2016.02.035 |
Feature selection for high-dimensional data.
Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Noelia Sánchez-Maroño |
Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 5 Num. 2 (pages 65 to 75) |
DOI | https://doi.org/10.1007/s13748-015-0080-y |
Multithreaded and Spark Parallelization of Feature Selection Filters
Authors | Carlos Eiras-Franco, Verónica Bolón-Canedo, Sabela Ramos Garea, Jorge González Domínguez, Amparo Alonso-Betanzos, Juan Touriño Domínguez |
Journal | Journal of Computational Science Vol. 17 (pages 609 to 619) |
Plus disease: is it more than meets the ICROP?
Authors | John P. Campbell, Esra Ataer-Cansizoglu, Verónica Bolón-Canedo, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Samir Patel, R.V. Paul Chan, Michael F. Chiang |
Journal | Journal of American Association for Pediatric Ophthalmology and Strabismus Vol. 20 Num. 4 |
DOI | https://doi.org/10.1016/j.jaapos.2016.07.008 |
Ensemble feature selection: Homogeneous and heterogeneous approaches
Authors | Borja Seijo-Pardo, I. Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Journal | Knowledge-Based Systems (pages 124 to 139) |
DOI | https://doi.org/10.1016/j.knosys.2016.11.017 |
Dealing with inter-expert variability in clinical decision-making: A machine learning approach
Authors | Verónica Bolón-Canedo, E. Ataer-Cansizoglu, D. Erdogmus, Kalpathy-Cramer, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, M.F. Chiang |
Journal | Computer Methods and Programs in Biomedicine |
Distributed feature selection: An application to microarray data classification
Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Journal | Applied Soft Computing |
DOI | https://doi.org/10.1016/j.asoc.2015.01.035 |
Dealing with inter-expert variability in Retinopathy of Prematurity: a machine learning approach
Authors | Verónica Bolón-Canedo, Esra Ataer-Cansizoglu, D. Erdogmus, Jayashree Kalpathy-Cramer, Óscar Fontenla-Romero, A. Alonso-Betanzos, Michael F. Chiang |
Journal | Computer Methods and Programs in Biomedicine Vol. 122 Num. 1 (pages 1 to 15) |
DOI | https://doi.org/10.1016/j.cmpb.2015.06.004 |
Commentaries on Viewpoint: The ongoing need for good physiological investigation: Obstructive sleep apnea in HIV patients as a paradigm (Letter to the Editor)
Authors | Volker Perlitz, Peter Kerkhof, Jan De Munck, V. Moret-Bonillo |
Journal | JOURNAL OF APPLIED PHYSIOLOGY Vol. 118 Num. 2 (pages 249 to 250) |
DOI | https://doi.org/10.1152/japplphysiol.00989.2014 |
A factorization approach to evaluate open-response assignments in MOOCS using preference learning on peer assessments
Authors | Oscar Luaces, J. Díez, Amparo Alonso-Betanzos, A. Troncoso, A. Bahamonde |
Journal | Knowledge-Based Systems |
Recent advances and emerging challenges in feature selection.
Authors | Verónica Bolón-Canedo, N. Sánchez Maroño, Amparo Alonso-Betanzos |
Journal | Knowledge-Based Systems |
DOI | https://doi.org/10.1016/j.knosys.2015.05.014 |
Exploring guidelines for classi cation of major heart failure subtypes by using Machine Learning
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo |
Journal | Clinical Medicine Insights: Cardiology Vol. 6 Num. 1 (pages 57 to 71) |
DOI | https://doi.org/10.4137/cmc.s18744 |
Distributed one-class support vector machine
Authors | Enrique Castillo, Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero |
Journal | International Journal of Neural Systems Vol. 25 Num. 7 (pages 1550029/1 to 1550029/17) |
DOI | https://doi.org/10.1142/s012906571550029x |
Computer-Assisted Diagnosis of the Sleep Apnea-Hypopnea Syndrome: A Review
Authors | Diego Alvarez-Estevez, Vicente Moret-Bonillo |
Journal | Sleep Disorders Vol. 2015 Num. ID 237878 (pages 1 to 33) |
DOI | https://doi.org/10.1155/2015/237878 |
AEPIA: Spanish Association for Arti cial Intelligence
Authors | Amparo Alonso-Betanzos |
Journal | MATHWARE AND SOFT COMPUTING Vol. 22 Num. 2 (pages 11 to 14) |
Stream change detection via passive-aggressive classification and Bernoulli CUSUM
Authors | David Martínez Rego, Diego Fernández Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | Information Sciences Vol. 305 (pages 130 to 145) |
DOI | https://doi.org/10.1016/j.ins.2015.01.022 |
Exploring Guidelines for Classification of Major Heart Failure Subtypes by Using Machine Learning
Authors | A. Alonso-Betanzos, Verónica Bolón Canedo, Guy Heyndrickx, Peter L.M. Kerkhof |
Journal | Clinical Medicine Insights: Cardiology Vol. 9 (pages 57 to 71) |
DOI | https://doi.org/10.4137/cmc.s18746 |
Automatic classification of respiratory patterns involving missing data imputation techniques
Authors | Elena Hernández-Pereira, Diego Alvarez-Estevez, Vicente Moret-Bonillo |
Journal | Biosystems Engineering Vol. 138 (pages 65 to 76) |
DOI | https://doi.org/10.1016/j.biosystemseng.2015.06.011 |
A review of microarray datasets and applied feature selection methods
Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José Manuel Benítez, F. Herrera |
Journal | Information Sciences Vol. 282 (pages 111 to 135) |
DOI | https://doi.org/10.1016/j.ins.2014.05.042 |
Can artificial intelligence benefit from quantum computing?
Authors | Vicente Moret Bonillo |
Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE |
DOI | https://doi.org/10.1007/s13748-014-0059-0 |
Intelligent Approach for Analysis of Respiratory Signals and Oxygen Saturation in the Sleep Apnea/Hypopnea Syndrome
Authors | Vicente Moret Bonillo, Diego Álvarez Estévez, Ángel Fernández Leal, Elena Hernandez-Pereira |
Journal | The Open Medical Informatics Journal Vol. 8 (pages 1 to 19) |
DOI | https://doi.org/10.2174/1874431101408010001 |
A Methodology for Improving Tear Film Lipid Layer Classification
Authors | Bea Remeseiro, Bolon-Canedo, Veronica, Peteiro-Barral, Diego, Alonso-Betanzos, Amparo, Guijarro-Berdinas, Bertha, Mosquera, Antonio, Penedo, Manuel G., Sanchez-Marono, Noelia |
Journal | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS Vol. 18 Num. 4 (pages 1485 to 1493) |
DOI | https://doi.org/10.1109/jbhi.2013.2294732 |
An insight into microarray datasets and feature selection me-thods: a framework for ongoing studies
Authors | Bolon-Canedo, Veronica, N. Sánchez Maroño, A. Alonso Betanzos, José Manuel Benítez, F. Herrera |
Journal | Information Sciences Vol. 282 (pages 111 to 135) |
Multiple human tracking system for unpredictable trajectories
Authors | Brais Cancela, M Ortega, M G Penedo |
Journal | MACHINE VISION AND APPLICATIONS Vol. 25 Num. 2 (pages 511 to 527) |
DOI | https://doi.org/10.1007/s00138-013-0544-7 |
A framework for cost-based feature selection
Authors | Verónica Bolón-Canedo, Iago Porto Díaz, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Journal | Pattern Recognition Vol. 47 Num. 7 (pages 2481 to 2489) |
DOI | https://doi.org/10.1016/j.patcog.2014.01.008 |
Improving detection of apneic events by learning from examples and treatment of missing data
Authors | Vicente Moret Bonillo, Diego Alvarez-Estevez, Elena Hernández Pereira |
Journal | Innovation in Medicine and Healthcare |
DOI | https://doi.org/10.3233/978-1-61499-474-9-213 |
An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Carlota Brinquis-Nuñez, Gary Polhill, Tony Craig, Adina Dumitru, García-Mira, R. |
Journal | NEURAL PROCESSING LETTERS (pages 89 to 118) |
DOI | https://doi.org/10.1007/s11063-014-9390-5 |
Data classification using an ensemble of filters
Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Journal | Neurocomputing Vol. 135 (pages 13 to 20) |
DOI | https://doi.org/10.1016/j.neucom.2013.03.067 |
Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks
Authors | José Luis Calvo-Rolle, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas |
Journal | INFORMATICA Vol. 25 Num. 3 (pages 401 to 414) |
DOI | https://doi.org/10.15388/informatica.2014.20 |
A Taxonomy-based Usability Study of an Intelligent Speed Adaptation Device
Authors | David Alonso-Ríos, Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION Vol. 30 Num. 7 (pages 585 to 603) |
DOI | https://doi.org/10.1080/10447318.2014.907463 |
A spatial discrepancy measure between voxel sets in brain imaging
Authors | Ludmila I. Kuncheva, David Martínez-Rego, Kenneth S. L. Yuen, David E. J. Linden, Stephen J. Johnston |
Journal | Signal Image and Video Processing Vol. 8 Num. 5 (pages 913 to 922) |
DOI | https://doi.org/10.1007/s11760-012-0326-0 |
Improving retinal artery and vein classification by means of a minimal path approach
Authors | Sonia González Vázquez, Brais Cancela Barizo, Noelia Barreira Rodríguez, Manuel González Penedo, María Rodríguez Blanco, Marta Pena Seijo, Gabriel Coll de Tuero, María Antonia Barceló, Marc Saez Zafra |
Journal | MACHINE VISION AND APPLICATIONS Vol. 24 Num. 5 (pages 919 to 930) |
DOI | https://doi.org/10.1007/s00138-012-0442-4 |
A minimum volume covering approach with a set of ellipsoids
Authors | David Martínez Rego, Enrique Castillo Ron, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Vol. 35 Num. 12 (pages 2997 to 3009) |
DOI | https://doi.org/10.1109/tpami.2013.94 |
On the use of a minimal path approach for target trajectory analysis
Authors | Brais Cancela Barizo, Marcos Ortega Hortas, Manuel González Penedo, Jorge Novo Buján, Noelia Barreira Rodríguez |
Journal | Pattern Recognition Vol. 46 Num. 7 (pages 2015 to 2027) |
DOI | https://doi.org/10.1016/j.patcog.2013.01.013 |
A review of feature selection methods on synthetic data
Authors | Verónica Bolon Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Journal | Knowledge and Information Systems Vol. 34 Num. 3 (pages 483 to 519) |
DOI | https://doi.org/10.1007/s10115-012-0487-8 |
An Online Learning Algorithm for Adaptable Topologies of Neural Networks
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, David Martínez-Rego |
Journal | Expert Systems with Applications Vol. 40 Num. 18 (pages 7294 to 7304) |
DOI | https://doi.org/10.1016/j.eswa.2013.06.066 |
A Method for the Automatic Analysis of the Sleep Macrostructure in Continuum
Authors | Diego Álvarez Estévez, José María Fernández Pastoriza, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Journal | Expert Systems with Applications Vol. 39 Num. 8 (pages 1796 to 1803) |
DOI | https://doi.org/10.1016/j.eswa.2012.09.022 |
A Comparative Study of the Scalability of a Sensitivity-Based Learning Algorithm for Artificial Neural Networks
Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Óscar Fontenla-Romero |
Journal | Expert Systems with Applications Vol. 40 Num. 10 (pages 3900 to 3905) |
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios
Authors | Brais Cancela, Marcos Ortega Hortas, A. Fernández, M G Penedo |
Journal | Expert Systems with Applications Vol. 40 Num. 4 (pages 1116 to 1131) |
DOI | https://doi.org/10.1016/j.eswa.2012.08.025 |
Estimating the Parameters of a Fatigue Model Using Benders Decomposition
Authors | Enrique Ron Castillo, Roberto Mínguez, Antonio J. Conejo, Beatriz Pérez-Sánchez, Óscar Fontenla-Romero |
Journal | ANNALS OF OPERATIONS RESEARCH Vol. 210 (pages 309 to 331) |
DOI | https://doi.org/10.1007/s10479-011-0891-6 |
Automatic Bearing Fault Diagnosis Based on One-Class nu-SVM
Authors | Diego Fernández-Francos, David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | COMPUTERS & INDUSTRIAL ENGINEERING Vol. 64 Num. 1 (pages 357 to 365) |
Toward the scalability of neural networks through feature selection.
Authors | Peteiro-Barral, Diego, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Guijarro-Berdinas, Bertha, Noelia Sánchez-Maroño |
Journal | Expert Systems with Applications Vol. 40 Num. 8 (pages 2807 to 2816) |
DOI | https://doi.org/10.1016/j.eswa.2012.11.016 |
A Mixture of Experts for Classifying Sleep Apneas
Authors | Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Diego Peteiro Barral |
Journal | Expert Systems with Applications Vol. 39 Num. 8 (pages 7084 to 7092) |
DOI | https://doi.org/10.1016/j.eswa.2012.01.037 |
Application of RFID Technology in Patient Tracking and Medication Traceability in Emergency Care
Authors | María Martínez Pérez, Mariano Javier Cabrero Canosa, José R. Vizoso Hermida, Lino Carrajo García, Daniel Llamas Gómez, Guillermo Vázquez González, Isabel Martín Herranz |
Journal | JOURNAL OF MEDICAL SYSTEMS Vol. 36 Num. 6 (pages 3983 to 3993) |
DOI | https://doi.org/10.1007/s10916-012-9871-x |
APPLICATION OF A LOW COST COMMERCIAL ROBOT IN TASKS OF TRACKING OF OBJECTS
Authors | Hector Quintian Pardo, Jose Luis Calvo Rolle, Óscar Fontenla-Romero |
Journal | DYNA-COLOMBIA Vol. 79 Num. 175 (pages 24 to 33) |
Information Theoretic Learning and local modelling for binary and multiclass classi cation
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, David Martínez-Rego |
Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 1 Num. 4 (pages 315 to 328) |
DOI | https://doi.org/10.1007/s13748-012-0032-8 |
Non linear Single Layer Neural Network training algorithm for incremental, non stationary and distributed learning scenarios
Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | Pattern Recognition Vol. 45 Num. 12 (pages 4536 to 4546) |
Aplicación de un robot comercial de bajo coste en tareas de seguimiento de objetos
Authors | Hector Quintian Pardo, Jose Luis Calvo Rolle, Óscar Fontenla-Romero |
Journal | DYNA Vol. 175 (pages 24 to 33) |
Information Theoretic Learning and Local Modeling for Binary and Multiclass Classification
Authors | Iago Porto Díaz, David Martínez Rego, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 1 Num. 4 (pages 315 to 328) |
Automatic processing of audiometry sequences for objective screening of hearing loss
Authors | A. Fernández, M Ortega, Brais Cancela, M G Penedo, C. Vázquez, L.M. Gigirey |
Journal | Expert Systems with Applications Vol. 39 (pages 12683 to 12696) |
An ensemble of filters and classifiers for microarray data classification
Authors | Bolon-Canedo, Veronica, N. Sánchez Maroño, A. Alonso Betanzos |
Journal | Pattern Recognition Vol. 45 Num. 1 (pages 531 to 539) |
On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data
Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 7023 (pages 114 to 123) |
Electrical Distribution Grid Visualization using Programmable GPUs
Authors | Javier Novo Rodríguez, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira |
Journal | Electrical Engineering/Electronics Computer Telecommunications and Information Technology (ECTI-CON) Vol. 5 Num. 1 (pages 31 to 38) |
A study of performance on microarray data sets for a classifier based on information theoretic learning
Authors | Iago Porto Díaz, Verónica Bolon Canedo, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
Journal | NEURAL NETWORKS Vol. 24 Num. 8 (pages 888 to 896) |
A robust incremental learning method for non-stationary environments
Authors | David Martínez Rego, Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | Neurocomputing Vol. 74 Num. 11 (pages 1800 to 1808) |
On the Behavior of Feature Selection Methods Dealing with Noise and Relevance over Synthetic Scenarios
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Verónica Bolón-Canedo |
Journal | 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (pages 1530 to 1537) |
Reducing dimensionality in a database of sleep EEG arousals
Authors | Diego Alvarez Estevez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Journal | Expert Systems with Applications Vol. 38 Num. 6 (pages 7746 to 7754) |
Combining functional networks and sensitivity analysis as wrapper method for feature selection
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Journal | Expert Systems with Applications Vol. 38 Num. 10 (pages 12930 to 12938) |
Scalability Analysis of ANN Training Algorithms with Feature Selection
Authors | Verónica Bolon Canedo, Diego Peteiro Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 7023 (pages 84 to 93) |
Solving Multiple-Target Tracking Using Adaptive Filters
Authors | B. Cancela, Marcos Ortega Hortas, M G Penedo, A. Fernandez |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 6753 (pages 416 to 425) |
Power Wind Mill Fault Detection via one-class v-SVM Vibration Signal Analysis
Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (pages 511 to 518) |
Identification of Electroencephalographic Arousals in Multichannel Sleep Recordings
Authors | Diego Álvarez Estévez, Vicente Moret Bonillo |
Journal | IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING Vol. 58 Num. 1 (pages 54 to 63) |
Path Analysis in Multiple-Target Video Sequences
Authors | Brais Cancela, Marcos Ortega Hortas, Alba Fernandez, M G Penedo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 6979 (pages 50 to 59) |
Efficiency of local models ensembles for time series prediction
Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | Expert Systems with Applications Vol. 38 Num. 6 (pages 6884 to 6894) |
Contextual and Skin Color Region Information for Locating Human Body Parts
Authors | M.G. Penedo, Alba Fernandez, Marcos Ortega Hortas, Brais Cancela |
Journal | Journal of Computer and Information Technology Vol. 1 (pages 1 to 16) |
Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset
Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Journal | Expert Systems with Applications Vol. 38 Num. 5 (pages 5947 to 5957) |
A Context-of-Use Taxonomy for Usability Studies
Authors | David Alonso-Ríos, Ana Vázquez García, Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION Vol. 26 Num. 10 (pages 941 to 970) |
A New Convex Objective Function for the Supervised Learning of Single-Layer Neural Networks
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
Journal | Pattern Recognition Vol. 43 Num. 5 (pages 1984 to 1992) |
Multimedia Elements in a Hybrid Multi-Agent System for the Analysis of Web Usability
Authors | Eduardo Mosqueira-Rey, Belén Baldonedo del Río, David Alonso-Ríos, Eduardo Rodríguez Poch, Diego Prado Gesto |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 6077 (pages 217 to 224) |
DOI | https://doi.org/10.1007/978-3-642-13803-4_27 |
Usability: A Critical Analisis and a Taxonomy
Authors | David Alonso-Ríos, Ana Vázquez García, Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION Vol. 26 Num. 1 (pages 53 to 74) |
Classifying Sleep Apneas Using Neural Networks and a Combination of Experts
Authors | Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Diego Peteiro Barral |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 5988 (pages 271 to 280) |
A Snort-based agent for a JADE multi-agent intrusion detection system
Authors | Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, David Alonso-Ríos, J. Lago Piñeiro |
Journal | INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION AND DATABASE Vol. 3 Num. 1 (pages 107 to 121) |
Causal Temporal Constraint Networks for Representing Temporal Knowledge
Authors | Ángel Fernández-Leal, Vicente Moret Bonillo, Eduardo Mosqueira-Rey |
Journal | Expert Systems with Applications Vol. 36 Num. 1 (pages 27 to 42) |
Conversion Methods for Symbolic Features: A Comparison applied to an Intrusion Detection Problem
Authors | Elena Hernandez-Pereira, Juan Antonio Suárez Romero, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | Expert Systems with Applications Vol. 36 Num. 7 (pages 10612 to 10617) |
An Expert System to Achieve Fuzzy Interpretations of Validation Data
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo, Ángel Fernández-Leal |
Journal | Expert Systems with Applications Vol. 35 (pages 2089 to 2106) |
Fuzzy Reasoning Used to Detect Apneic Events in the Sleep Apnea - Hypopnea Syndrome
Authors | Diego Álvarez Estévez, Vicente Moret Bonillo |
Journal | Expert Systems with Applications (pages 7778 to 7785) |
Multispectral classification of grass weeds and wheat (Tritium durum) crop using linear and nonparametric functional discriminant analysis and neural networks
Authors | F. López Granados, J.M. Peña Barragán, M. Jurado Expósito, M. Francisco-Fernández, R. Cao, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
Journal | WEED RESEARCH Vol. 48 Num. 1 (pages 28 to 37) |
A Linear Learning method for Multilayer Perceptrons using Least-Squares
Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela Vidal |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4881 (pages 365 to 374) |
An improved version of the wrapper feature selection method based on functional decomposition
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4669 Num. 2 (pages 240 to 249) |
Functional network topology learning and sensitivity analysis based on ANOVA decomposition
Authors | Enrique Ron Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo Sánchez |
Journal | Neural Computation Vol. 19 Num. 1 (pages 231 to 257) |
A comparative study of local classifiers based on clustering techniques and one-layer neural networks
Authors | Yuridia Gago Pallarés, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4881 (pages 168 to 177) |
A misuse detection agent for intrusion detection in a multiagent architecture.
Authors | Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Belén Baldonedo del Río, Jesús Lago Piñeiro |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4496 (pages 466 to 475) |
Filter methods for feature selection. A comparative study
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla Sanromán |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4881 (pages 178 to 187) |
A Fast Semi-Linear Backpropagation Learning Algorithm
Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela Vidal |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4668 Num. 1 (pages 190 to 198) |
Feature selection based on sensitivity analysis
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4788 (pages 239 to 248) |
A Fast Classification Algorithm Based on Local Models
Authors | Sabela Platero Santos, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4224 (pages 249 to 256) |
A Tool for the Analysis and Interpretation of Usability Data
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | WSEAS TRANSACTIONS ON COMPUTER Vol. 5 Num. 10 (pages 2372 to 2379) |
Functional Networks and Analysis of Variance for Feature Selection
Authors | Noelia Sánchez-Maroño, María Caamaño Fernández, Enrique Castillo Ron, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4224 (pages 1031 to 1038) |
Interpretation of Group Measurements of Validation Data Using Fuzzy Techniques in an Object-Oriented Approach
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4253 (pages 1136 to 1142) |
A very fast learning method for neural networks based on sensitivity analysis
Authors | Enrique Castillo Ron, Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | JOURNAL OF MACHINE LEARNING RESEARCH Vol. 7 (pages 1159 to 1182) |
Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response
Authors | Deniz Erdogmus, Óscar Fontenla-Romero, José C. Príncipe, Amparo Alonso-Betanzos, Enrique Castillo |
Journal | IEEE TRANSACTIONS ON NEURAL NETWORKS Vol. 16 Num. 2 (pages 325 to 337) |
Modelling engineering problems using Dimensional Analysis for feature extraction.
Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 3697 (pages 949 to 954) |
Validation and usability analysis of intelligent systems: An integrated approach
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | THE IPSI BGD TRANSACTIONS ON ADVANCED RESEARCH Vol. 1 Num. 2 (pages 37 to 45) |
A new method for sleep apnea classification using wavelets and feedforward neural networks
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 34 Num. 1 (pages 65 to 76) |
A Measure of fault tolerance for functional networks
Authors | Óscar Fontenla-Romero, Enrique Castillo Ron, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Journal | Neurocomputing Vol. 62 (pages 327 to 347) |
Intelligent diagnosis of sleep apnea syndrome
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Journal | IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE Vol. 23 Num. 2 (pages 72 to 81) |
A Bayesian Neural Network Approach for Sleep Apnea Classification
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga Iglesias, Vicente Moret Bonillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2780 (pages 284 to 293) |
A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function
Authors | Juan Antonio Suárez Romero, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2686 (pages 270 to 277) |
Linear Least-Squares Based Methods for Neural Networks Learning
Authors | Óscar Fontenla-Romero, Deniz Erdogmus, J. C. Principe, Amparo Alonso-Betanzos, Enrique Castillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2714 (pages 84 to 91) |
Recovering Missing Data with Functional and Bayesian Networks
Authors | Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2687 (pages 489 to 496) |
An intelligent system for forest fire risk prediction and fire fighting management in Galicia
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Inmaculada Paz Andrade, Eulogio Jiménez, José Luis Legido Soto, Tarsy Carballas |
Journal | Expert Systems with Applications Vol. 25 Num. 4 (pages 545 to 554) |
An intelligent system for the detection and interpretation of sleep apneas
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo, Maite Martín Egaña, Héctor Verea Hernando |
Journal | Expert Systems with Applications Vol. 24 Num. 4 (pages 335 to 349) |
Design of a Validation Tool Based on Design Patterns for Intelligent Systems
Authors | Eduardo Mosqueira-Rey, Juan Gabriel Fernández García de la Rocha, Vicente Moret Bonillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2774 (pages 1365 to 1372) |
Intelligent analysis and pattern recognition in cardiotocographic signal using a tightly coupled hybrid system
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla Romero |
Journal | Artificial Intelligence Vol. 136 Num. 1 (pages 1 to 27) |
Local Modelling Using Self-Organizing Maps and Single Layer Neural Networks
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Oscar Fontenla Romero, Enrique Castillo Ron, José C. Príncipe |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 14 Num. 6 (pages 1429 to 1449) |
A global optimum approach for one laye neural neworks
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Enrique Castillo Ron, Oscar Fontenla Romero |
Journal | Neural Computation Vol. 14 Num. 6 (pages 1429 to 1449) |
Intelligent interpretation of validation data.
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | Expert Systems with Applications Vol. 23 Num. 3 (pages 189 to 205) |
Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness.
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 24 Num. 1 (pages 71 to 96) |
Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2101 Num. - (pages 235 to 238) |
A functional-neural network for post-nonlinear independent component analysis
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2084 Num. - (pages 301 to 307) |
Adaptive pattern recognition in the analysis of cardiotocographic records
Authors | Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Journal | IEEE TRANSACTIONS ON NEURAL NETWORKS Vol. 12 Num. 5 (pages 1188 to 1195) |
A measure of noise immunitity for functional networks
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2084 Num. - (pages 293 to 300) |
An auto-learning system for the classification of heart rate deceleration patterns
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Óscar Fontenla-Romero, N. Sánchez Maroño |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2085 Num. - (pages 393 to 400) |
Validation of Intelligent Systems: A Critical Study and a Tool
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | Expert Systems with Applications Vol. 18 Num. 1 (pages 1 to 16) |
Analysis and evaluation of hard and fuzzy clustering segmentation techniques in burned patient images
Authors | Amparo Alonso-Betanzos, Bernardino Arcay Varela, Alfonso Castro Martínez |
Journal | IMAGE AND VISION COMPUTING Vol. 18 Num. 13 (pages 1045 to 1054) |
Preprocessing of radiological images: comparison of the application of polynomic algorithms and artificial neural networks to the elimination of variations in background luminosity
Authors | Bernardino Arcay Varela, Amparo Alonso-Betanzos, Alfonso Castro Martínez, C. García, Suárez Bustillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Num. 1067 (pages 452 to 459) |
Bilingüismo, Capacidad Cognitiva y Aprendizaje de Lenguas
Authors | Mauro Andrés Fernández Rodríguez, Amparo Alonso-Betanzos |
Journal | SERIE 'MONOGRAFÍAS BREVES' Num. - (pages 0 to 0) |
Applyng Statistical, Uncertainty- Based and Connnectionist Approaches to the Prediction of Fetal Outcome: A Comparative Study
Authors | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Vicente Moret Bonillo, Belén Baldonedo del Río |
Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 17 Num. 1 (pages 35 to 57) |
An Artificial Intelligence Approach to the Monitoring of Sleep Apneas
Authors | María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández Pereira, María Teresa Martín Egaña, Vicente Moret Bonillo |
Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Vol. 37 Num. 1 (pages 341 to 342) |
Integration of data, information, and knowledge in intelligent patient monitoring
Authors | Vicente Moret Bonillo, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira |
Journal | Expert Systems with Applications Vol. 15 Num. 2 (pages 155 to 163) |
DOI | https://doi.org/10.1016/s0957-4174(98)00020-7 |
EECB: A Knowledge Elicitation Tool Based on Repertory Grid and city block metric
Authors | José R. Panamá Gabía, Miguel R. Penabad, Nieves Rodríguez Brisaboa, Amparo Alonso-Betanzos |
Journal | Expert Systems with Applications Vol. 14 Num. 3 (pages 249 to 258) |
Integration of Data, Information and Knowledge in Intelligent Patient Monitoring
Authors | Vicente Moret Bonillo, Mariano Javier Cabrero Canosa |
Journal | Expert Systems with Applications Vol. 15 Num. 2 (pages 155 to 163) |
A hybrid intelligent system for the pre-processing of fetal heart rate signals in antenatal testing
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Soledad Prados Méndez, Olga Fernández Chaves, M. Álvarez Seoane, F. Ucieda Pardiñas |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 1240 Num. - (pages 628 to 633) |
A comparative analysis of the neonatal prognosis problem using artificial neural networks, statistical techniques and certainty management techniques
Authors | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 1240 Num. - (pages 995 to 1004) |
Developing and electrical distribution monitoring system
Authors | María del Carmen Santa Cruz Roldán, Amparo Alonso-Betanzos, Juan Arias Rodríguez |
Journal | IEEE COMPUTER APPLICATIONS IN POWER Vol. 10 Num. 1 (pages 36 to 42) |
A neural network approach for symbolic interpretation in critical care
Authors | Vicente Moret Bonillo, Jorge Díaz Fernández, Elena Hernández Pereira |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 1240 Num. - (pages 952 to 961) |
Information analysis and validation of intelligent monitoring systems in ICUs
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos |
Journal | IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE Vol. 1 Num. 2 (pages 87 to 99) |
An approach to validate intelligent monitoring systems in critical care.
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Eduardo Mosqueira-Rey |
Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Vol. 34 Num. - (pages 403 to 404) |
Un sistema inteligente para la monitorización de apneas en sueño
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa, A. Martins da Silva, J,P, Silva Cunha, J.M. Oliveira, A.M. Tomé |
Journal | VIGILIA SUEÑO Vol. - Num. 8 (pages 92 to 92) |
Formal validation of the intelligent monitoring system Patricia
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Vol. 34 Num. - (pages 405 to 407) |
Análise integrada de dados de sono num ambiente de neurofisiología clínica
Authors | Mariano Javier Cabrero Canosa, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, J.M. Oliveira, A.M. Tomé, J.P. Silva Cunha, Alonso Martíns da Silva |
Journal | VIGILIA SUEÑO Vol. - Num. 8 (pages 91 to 91) |
An expert system approach to antenatal assesment
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret Bonillo, A. Castro Martínez, L.D. Devoe |
Journal | NEW REVIEW OF APPLIED EXPERT SYSTEMS Vol. 2 Num. - (pages 139 to 155) |
Automated analog to digital conversion of graphical cardiotocographic records
Authors | Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
Journal | JOURNAL OF CLINICAL ENGINEERING Vol. 20 Num. 1 (pages 57 to 65) |
The NST-EXPERT project: The need to evolve
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret Bonillo, S. López González |
Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 7 Num. 4 (pages 297 to 314) |
Special issue on medical applications of expert systems
Authors | Vicente Moret-Bonillo, A. Alonso-Betanzos |
Journal | Expert Systems with Applications Vol. 6 Num. 4 (pages 397 to 397) |
DOI | https://doi.org/10.1016/0957-4174(93)90031-z |
Expert Systems in Medicine
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Journal | Expert Systems with Applications Vol. 6 Num. 4 |
The PATRICIA project: A semantic-based methodology for intelligent monitoring in the ICU
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Mariano Javier Cabrero Canosa, Bertha Guijarro-Berdiñas |
Journal | IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE Vol. 12 Num. 4 (pages 59 to 68) |
Computerized antenatal assessment: The NST-EXPERT project
Authors | A. Alonso-Betanzos, Vicente Moret Bonillo, Lawrence D. Devoe, John R. Searle |
Journal | Automedica : an international journal of biomedical engineering & physics, informatics and technology Vol. 14 (pages 3 to 22) |
Interpreting fetal well-being tests: The NST-EXPERT project
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Journal | Automedica : an international journal of biomedical engineering & physics, informatics and technology Vol. 14 (pages 3 to 22) |
Obstetrical decision-making based on predictive expert analysis
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, L.D. Devoe, J.R. Searle |
Journal | PROCEEDINGS IEEE ENGINEERING MEDICAL BIOL. SOCIETY Vol. 13 Num. 4 (pages 1637 to 1638) |
NST EXPERT: An Intelligent Approach to the non-stress testing
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, J.R. Searle, L.D. Devoe, E. Ramos-Santos, B. Banias, D. Sherline |
Journal | AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY Vol. 164 Num. 1 (pages 0 to 0) |
NST-EXPERT : NST-EXPERT: An "intelligent" approach to the nonstress test (NST)
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Journal | AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY Vol. 164 Num. 1 (pages 364 to 364) |
FOETOS: An Expert System for Fetal Assessment
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Carlos Hernández Sande |
Journal | IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING Vol. 38 Num. 2 (pages 199 to 211) |
Computers in ICU monitoring: An intelligent semantic-based method
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, E.J. Truemper, J.R. Searle |
Journal | PROCEEDINGS IEEE ENGINEERING MEDICAL BIOL. SOCIETY Vol. 13 Num. 4 (pages 1637 to 1638) |
An overview of ICU expert systems: temporal or patient oriented approaches?
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, E.J. Truemper, J.R. Searle, E. García-Martín |
Journal | PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL ENGINEERING PEÑÍSCOLA Num. - (pages 293 to 294) |
Knowledge Representation in Intensive Care Units. Patricia: An Expert System for...
Authors | Vicente Moret Bonillo |
Journal | TECHNICAL REPORT - DEPARTMENT OF COMPUTER SCIENCE Vol. 5 Num. - (pages 0 to 0) |
Clinical validation procedure of an expert system for antenatal assessment
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, L.D. Devoe, J.R. Searle, E. Ramos-Santos, B. Banias |
Journal | PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL ENGINEERING PEÑÍSCOLA Num. - (pages 286 to 287) |
An approach to intensive care monitoring that combines deterministic and heuristic techniques
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, J.R. Searle, Bernardino Arcay Varela, Carlos Hernández Sande |
Journal | JOURNAL OF CLINICAL ENGINEERING Vol. 15 Num. 1 (pages 35 to 43) |
Uncertainty-based approach for symbolic classi cation of numerical variables in Intensive Care Units
Authors | Vicente Moret Bonillo, Amparo Alonso-Betanzos |
Journal | JOURNAL OF CLINICAL ENGINEERING Vol. 15 Num. 5 (pages 361 to 370) |
ESTER: An expert system for management of respiratory weaning therapy
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Carlos Hernández Sande |
Journal | IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING Vol. 36 Num. 5 (pages 559 to 565) |
FOETOS in clinical practice: A retrospective analysis of its performance
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, L.D. Devoe, Carlos Hernández Sande |
Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 1 Num. 2 (pages 93 to 99) |
WEANING FROM MECHANICAL VENTILATION USING A PROTOTYPE CLOSED-LOOP SYSTEM
Authors | Carlos Hernández Sande, Vicente Moret Bonillo, Bernardino Arcay Varela, Ramón C. Hermida |
Journal | JOURNAL OF MICROCOMPUTER APPLICATIONS Vol. 7 (pages 128 to 130) |
REGULACIÓN Y CONTROL AUTOMÁTICO DE LA PRESIÓN ARTERIAL MEDIANTE MONITORIZACIÓN
Authors | Carlos Hernández Sande, Vicente Moret Bonillo, Vicente Ginesta Galán |
Journal | REVISTA QUIRÚRGICA ESPAÑOLA Vol. 14 (pages 279 to 283) |
COMPUTERIZED CLOSED-LOOP CONTROL OF PRE-OPERATIVE ANTI-HYPERTENSIVE ADMINISTRATION
Authors | Carlos Hernández Sande, Vicente Moret Bonillo, Vicente Ginesta Galán, Joaquim Marques de Sa |
Journal | JOURNAL OF MICROCOMPUTER APPLICATIONS Vol. 6 (pages 16 to 20) |
Microarray Bioinformatics ("Methods in Molecular Biology" Series)
Editors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Publishing | Humana, New York, NY, () |
ISBN | 978-1-4939-9442-7 |
XL Jornadas de Automática: libro de actas: Ferrol, 4-6 de septiembre de 2019
Editors | Calvo-Rolle, José Luis, Casteleiro-Roca, José-Luis, Fernández-Ibáñez, Isabel, Fontenla-Romero, Óscar, Jove, Esteban, Leira-Rejas, Alberto J., López Vázquez, José Antonio, Loureiro, Vanesa, Meizoso-López, María-Carmen, Pérez Castelo, Francisco Javier, Piñón-Pazos, A., Quintián, Héctor, Rivas Rodríguez, Juan Manuel, Rodríguez Gómez, Benigno Antonio, Vega-Vega, Rafael |
Publishing | Universidade da Coruña - Servizo de Publicacións, Coruña, A (España) |
ISBN | 978-84-9749-716-9 |
Recent Advances in Ensembles for Feature Selection (Intelligent Systems Reference Library)
Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Editors | Kacprzyk, J., Lakhmi C. Jain |
Publishing | Springer - Verlag, (España) |
ISBN | 978-3-319-90079-7 |
Agent-Based Modeling of Sustainable Behaviors
Authors | A. Alonso-Betanzos, N. Sánchez-Maroño, Óscar Fontenla-Romero |
Editors | A. Alonso-Betanzos, N. Sánchez-Maroño, Óscar Fontenla-Romero, G. Polhil, T. Craig, Javier Bajo Pérez, J. M. Corchado |
Publishing | SPRINGER, (España) |
ISBN | 978-3-319-46330-8 |
FUNDAMENTOS DE DISEÑO DE SISTEMAS INTELIGENTES
Authors | Vicente Moret-Bonillo, Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Bertha Guijarro-Berdiñas, Eduardo Mosqueira-Rey |
Editors | Vicente Moret-Bonillo, Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Bertha Guijarro-Berdiñas, Eduardo Mosqueira-Rey |
Publishing | Delta publicaciones, (España) |
ISBN | 978-84-16383-66-5 |
Adventures in Computer Science. From Classical Bits to Quantum Bits
Authors | V. Moret-Bonillo |
Publishing | Spriger, (España) |
ISBN | 978-3-319-64807-1 |
Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability. The PAAMS Collection
Editors | Javier Bajo, Josefa Z. Hernández, Philippe Mathieu, Andrew Campbell, Antonio Fernández-Caballero, María N. Moreno, Vicente Julián, Amparo Alonso-Betanzos, María Dolores Jiménez-López, Vicente Botti |
Publishing | springer verlag, (España) |
ISBN | 978-3-319-19629-9 |
Feature Selection for high-dimensional data
Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Publishing | Artificial intelligence (Berlin Springer), (España) |
ISBN | 978-3-319-21858-8 |
Advances in Artificial Intelligence. 15th Conference of the Spanish Association for Artificial Intelligence
Editors | Amparo Alonso-Betanzos |
Publishing | Springer - Verlag, (España) |
ISBN | 978-3-642-40643-0 |
Up-to-date feature selection methods for scalable and efficient machine learning
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Diego Fernández Francos, Iago Porto Díaz, Noelia Sánchez-Maroño |
Publishing | IGI Global, (España) |
ISBN | 978-1466639423 |
Fundamentos de Intelixencia Artificial.
Authors | Vicente Moret Bonillo, Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Bertha Guijarro-Berdiñas, Eduardo Mosqueira-Rey |
Publishing | Servizo de Publicacións da UDC, Coruña, A (España) |
ISBN | 978-84-9749-315-4 |
Ingeniería del Conocimiento. Aspectos metodológicos
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Adolfo Lozano Tello, José Tomás Palma Méndez, María Jesús Taboada Iglesias |
Publishing | Pearson Educación, Madrid (España) |
ISBN | 84-205-4192-3 |
Validación de Sistemas Inteligentes
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Publishing | Tórculo Edicións, (España) |
ISBN | 84-8408-194-X |
Fundamentos de Inteligencia Artificial( 2ª Edición)
Authors | Vicente Moret Bonillo, Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Bertha Guijarro-Berdiñas, Eduardo Mosqueira-Rey |
Publishing | UDC, Coruña, A (España) |
ISBN | 84-95322-56-0 |
Fundamentos de Inteligencia Artificial
Authors | Vicente Moret Bonillo, Amparo Alonso-Betanzos |
Publishing | Serv. Publicaciones Univ. La Coruña, (España) |
ISBN | 84-89694-68-0 |
Tecnologías de la Información y las Comunicaciones
Authors | Bernardino Arcay Varela, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Publishing | Instituto Tecnológico de Galicia y Xunta de Galicia, (España) |
ISBN | 84-84973-13-7 |
Case Studies to Demonstrate Real-World Applications in Ophthalmic Image Analysis
Authors | Beatriz Remeseiro,Verónica Bolón-Canedo |
Book |
Handbook of Artificial Intelligence in Healthcare Publishing: Springer. ISBN: 978-3-030-79161-2 |
Pages | From 83 to 125 |
Feature selecion applied to microarray data
Authors | Amparo Alonso-Betanzos,Verónica Bolón-Canedo,Laura Morán-Fernández,Borja Seijo-Pardo |
Book |
Microarray Bioinformatics Publishing: Springer. ISBN: 978-1-4939-9441-0 |
Pages | From 123 to 152 |
Classfication of Microarray Data
Authors | Noelia Sánchez-Maroño,Óscar Fontenla-Romero,Beatriz Pérez-Sánchez |
Book |
Microarray Bioinformatics Vol. 1986 Publishing: Springer. ISBN: 978-1-4939-9441-0 |
Pages | From 185 to 206 |
A Review of Microarray Datasets: Where to Find Them and Specific characteristics
Authors | Amparo Alonso-Betanzos,Verónica Bolón-Canedo,Laura Morán-Fernández,Noelia Sánchez-Maroño |
Book |
Microarray Bioinformatics Publishing: Springer. ISBN: 978-1-4939-9441-0 |
Pages | From 65 to 85 |
Challenges and Future Trends for Microarray Analysis
Authors | Verónica Bolón-Canedo,Amparo Alonso-Betanzos,I. López-de-Ullibarri,R. Cao |
Book |
Microarray Bioinformatics Publishing: Springer. ISBN: 978-1-4939-9441-0 |
Pages | From 283 to 293 |
Preprocessing in high dimensional datasets
Authors | A. Alonso-Betanzos,Verónica Bolón-Canedo,Carlos Eiras-Franco,Laura Morán-Fernández,Borja Seijo-Pardo |
Book |
Advances in Biomedical Informatics Vol. 137 Publishing: Springer - Verlag. ISBN: 978-3-319-67512-1 |
Pages | From 247 to 271 |
Big-Data Analysis, Cluster Analysis, and Machine-Learning Approaches
Authors | A. Alonso-Betanzos,Verónica Bolón-Canedo |
Book |
Sex-Specific Analysis of Cardiovascular Function Publishing: Spriger. ISBN: 978-3-319-77931-7 |
Pages | From 607 to 626 |
On The Automation of Medical Knowledge and Medical Decision Support Systems
Authors | Moret-Bonillo, V.,Isaac Fernández-Varela,Elena Hernandez-Pereira,Diego Alvarez Estevez,Volker Perlitz |
Book |
Advances in Biomedical Informatics Publishing: Springer International Publishing. ISBN: 978-3-319-67513-8 |
Pages | From 187 to 217 |
Empirically-derived behavioral rules in agent-based models using decision trees learned from questionnaire data
Authors | A. Alonso-Betanzos,Óscar Fontenla-Romero,Noelia Sánchez-Maroño,Gary Polhill,T. Craig |
Book |
Agent-Based Modeling of Sustainable Behaviors Publishing: SPRINGER. ISBN: 978-3-319-46330-8 |
Pages | From 53 to 76 |
Preprocessing in Big Data: New challenges for discretization and feature selection
Authors | Verónica Bolón-Canedo,Noelia Sánchez-Maroño,A. Alonso-Betanzos |
Book |
Frontiers in Data Science Publishing: Taylor & Francis. ISBN: 1498799329 |
Pages | From 175 to 195 |
Interactions matter: modelling everyday pro-environmental norm transmission and difussion in workplace networks
Authors | G. Polhil,T. Craig,A. Alonso-Betanzos,Noelia Sánchez-Maroño,Óscar Fontenla-Romero,A. Dumitru,García-Mira, R.,Mirilia Bonnes,Marino Bonaiuto,Giuseppe Carrus,Fridanna Maricchiolo,Ferdinando Fornara,Corina Ilin,Linda Steg,Angela Ruepert,Kees Keizer |
Book |
Agent-Based Modeling of Sustainable Behaviors Publishing: SPRINGER. ISBN: 978-3-319-46330-8 |
Pages | From 27 to 52 |
Automatic analysis of the microaneurysm turnover in a web based framework for retinal analysis
Authors | Noelia Barreira Rodríguez,Manuel González Penedo,Sonia González Vázquez,Lucía Ramos,Brais Cancela Barizo,Ana González López |
Book |
Image Analysis and Modeling in Ophthalmology Publishing: CRC Press. ISBN: 9781466559301 |
Pages | From 118 to 128 |
Online Machine Learning
Authors | |
Book |
Efficiency and Scalability Methods for Computational Intellect Publishing: Information Science Reference. ISBN: 9781466639423 |
Pages | From 27 to 54 |
Web-based Multimedia Tools for Monitoring and E-learning
Authors | F. Bellas,Óscar Fontenla-Romero,Noelia Sánchez-Maroño,Jose Antonio Becerra Permuy |
Book |
Monitoring and Assessment in Online Collaborative Environments Vol. - Publishing: IGI Global - Information Science Reference. ISBN: 978-1-60566-786-7 |
Pages | From 1 to 21 |
A Multi-Agent System Based on Evolutionary Learning for the Usability Analysis of Websites.
Authors | Eduardo Mosqueira-Rey,David Alonso-Ríos,Ana Vázquez García,Belén Baldonedo Del Río,Vicente Moret Bonillo |
Book |
Intelligent Agents in the Evolution of Web and Applications. Vol. - Publishing: Springer. ISBN: 978-3-540-88070-7 |
Pages | From 11 to 34 |
Functional Networks: A Review
Authors | Óscar Fontenla-Romero,Bertha Guijarro-Berdiñas,Beatriz Pérez-Sánchez |
Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
Pages | From 667 to 676 |
Feature Selection
Authors | Noelia Sánchez-Maroño,Amparo Alonso-Betanzos |
Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
Pages | From 632 to 638 |
Verificación y Validación de Sistemas Inteligentes
Authors | Eduardo Mosqueira-Rey,Vicente Moret Bonillo |
Book |
Inteligencia Artificial: Técnicas, Métodos y Aplicaciones Vol. - ISBN: 978-84-481-5618-3 |
Pages | From 891 to 935 |
Redes Neuronales.
Authors | Bertha Guijarro-Berdiñas,Óscar Fontenla-Romero,Noelia Sánchez-Maroño |
Book |
Inteligencia Artificial: Técnicas, Métodos y Aplicaciones Vol. - ISBN: 978-84-481-5618-3 |
Pages | From 649 to 689 |
Decision Support Systems in Intelligent Patient Monitoring and Management
Authors | Vicente Moret Bonillo,Mariano Javier Cabrero Canosa,Elena Hernandez-Pereira,Eduardo Mosqueira-Rey |
Book |
Innovations in Decision Support Systems Vol. - Publishing: Advanced Knowledge International. ISBN: 0-86803-980-2 |
Pages | From 283 to 335 |
Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms.
Authors | Oscar Fontenla Romero,Bertha Guijarro-Berdiñas,Amparo Alonso-Betanzos |
Book |
Advances in Computacional Intelligence and learning. Methods and Aplications. Vol. - Publishing: Kluwer Academic Plublishers. ISBN: 0-7923-7645-5 |
Pages | From 489 to 500 |
Medical Expert Systems
Authors | Peter L.M. Kerkhof,Amparo Alonso-Betanzos,Vicente Moret Bonillo |
Book |
Webster¿s Encyclopedia Electrical & Electronics Engineering Vol. - Publishing: John Wiley & Sons. ISBN: 0-471-13946-7 |
Pages | From 498 to 508 |
The NST-EXPERT project: From the research prototype to the eld prototype
Authors | A. Alonso-Betanzos,V. Moret-Bonillo,Bertha Guijarro-Berdiñas,Mariano Javier Cabrero Canosa |
Book |
Moving towards expert systems globally in the 21th century Publishing: Cognizant Communication Corp. ISBN: 978-1882345007 |
Pages | From 1321 to 1326 |
Towards a more sustainable anomaly detection: new methods and practical applications
Author | Jorge Alexandre Novo Meira |
Director/s | María Amparo Alonso Betanzos; Verónica Bolón Canedo; María Goreti Carvalho Marreiros |
Scope | Facultad de Informática |
Qualification | Sobresaliente Cum Laude |
Simple but not simplistic: reducing the complexity of machine learning methods
Author | Laura Morán Fernández |
Director/s | María Amparo Alonso Betanzos; Verónica Bolón Canedo |
Scope | Facultad de Informática |
Qualification | Sobresaliente Cum Laude |
New scalable machine learning methods: Beyond classification and regression
Author | Carlos Eiras Franco |
Director/s | María Amparo Alonso Betanzos; Antonio Bahamonde Rionda; Berta María Guijarro Berdiñas |
Scope | Facultad de Informática |
Qualification | Sobresaliente Cum Laude |
Information Fusion and Ensembles in Machine Learning
Author | Borja Seijo Pardo |
Director/s | María Amparo Alonso Betanzos; Verónica Bolón Canedo |
Scope | Facultad de Informática |
Qualification | Sobresaliente Cum Laude |
Algorithms for sleep medicine
Author | Isaac-Daniel Fernández Varela |
Director/s | Elena María Hernández Pereira; Vicente Moret Bonillo |
Scope | Facultad de Informática |
Qualification | Sobresaliente Cum Laude |
Computational learning algorithms for large-scale datasets
Author | Diego Fernández Francos |
Director/s | María Amparo Alonso Betanzos; Óscar Fontenla Romero |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Novel Machine Learning Methods Based on Information Theory
Author | Iago Porto Díaz |
Director/s | Óscar Fontenla Romero; María Amparo Alonso Betanzos |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Novel methods in distributed machine learning for large datasets
Author | Diego Peteiro Barral |
Director/s | Óscar Fontenla Romero; Berta M Guijarro Berdiñas |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
High performance visualization through graphics hardware and integration issues in an electric power grid Computer-Aided Design Application
Author | Javier Novo Rodríguez |
Director/s | Elena María Hernández Pereira; Mariano Javier Cabrero Canosa |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Development of usability and context-of-use taxonomies, integration with techniques for the study of usability, and application to real-world intelligent systems
Author | David Alonso Ríos |
Director/s | Vicente Moret Bonillo; Eduardo Mosqueira Rey |
Scope | Computación |
Qualification | Sobresaliente |
Novel feature selection methods for high dimensional data
Author | Verónica Bolón Canedo |
Director/s | María Amparo Alonso Betanzos; María Noelia Sánchez Maroño |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
On-line learning and anomaly detection methods. Applications to fault assessment.
Author | David Martínez Rego |
Director/s | María Amparo Alonso Betanzos; Óscar Fontenla Romero |
Scope | Computación |
Qualification | Apto Cum Laude |
DIAGNOSIS OF THE SLEEP APNEA-HYPOPNEA SYNDROME: A COMPREHENSIVE APPROACH THROUGH AN INTELLIGENT SYSTEM TO SUPPORT MEDICAL DECISION
Author | Diego Álvarez Estevez |
Director/s | Vicente Moret Bonillo |
Scope | Computación |
Qualification | Apto Cum Laude |
Tecnología RFID en el ámbito sanitario: desarrollo de una solución software para trazabilidad de pacientes y minimización de eventos adversos en un servicio de urgencias
Author | María Martínez Pérez |
Director/s | Mariano Javier Cabrero Canosa |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Agentes Inteligentes Evolutivos y su Aplicación a la Usabilidad de Sitios Web
Author | Maria Belen Baldonedo Del Rio |
Director/s | Eduardo Mosqueira Rey |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Algoritmos eficientes, incrementales y escalables para el aprendizaje en redes de neuronas artificiales
Author | Beatriz Pérez Sánchez |
Director/s | Óscar Fontenla Romero;Berta M. Guijarro Berdiñas |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
PAP: Una aplicación informática para evaluación, prescripción y periodización de ejercicios físicos saludables
Author | Luiz Fernando Pinheiro Machado Aquini |
Director/s | Vicente Moret Bonillo;Manuel Avelino Giráldez García |
Scope | Educación Física y Deportiva |
Qualification | Sobresaliente Cum Laude |
Aspectos temporales de la representación de conocimiento en el síndrome de apneas del sueño
Author | Ángel Fernández Leal |
Director/s | Vicente Moret Bonillo |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Algoritmos de aprendizaje, reducción de la dimensión y análisis de sensibilidad para redes funcionales y neuronales
Author | Maria Noelia Sanchez Maroño |
Director/s | Enrique Castillo Ron;María Amparo Alonso Betanzos |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Estudio, implementación y análisis de nuevos algoritmos de aprendizaje y nuevas medidas de tolerancia al ruido para redes funcionales y neuronales
Author | Óscar Fontenla Romero |
Director/s | María Amparo Alonso Betanzos;Enrique Castillo Ron |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Técnicas de inteligencia artificial e ingeniería del software para un sistema inteligente de monitorización de apneas en sueño.
Author | Elena Hernández Pereira |
Director/s | Vicente Moret Bonillo |
Scope | Computación |
Qualification | MH |
Alarmas Inteligentes en Unidades de Cuidados Intensivos basadas en Redes Neuronales
Author | Jorge Díaz Fernández |
Director/s | Vicente Moret Bonillo;Francisco del Pozo Guerrero |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Integración de Datos, Información y Conocimiento en una Arquitectura para la Monitorización Inteligente del Paciente Crítico
Author | Mariano Javier Cabrero Canosa |
Director/s | Vicente Moret Bonillo |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
SHIVA: Un Sistema Heurístico e Integrado para la Validación de Sistemas Inteligentes
Author | Eduardo Mosqueira Rey |
Director/s | Vicente Moret Bonillo |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
CAFÉ: Un sistema con arquitectura híbrida para la monitorización inteligente del estado antenatal
Author | Berta M. Guijarro Berdiñas |
Director/s | María Amparo Alonso Betanzos |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters
20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023
International
Authors | Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Roberto Casado-Vara, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Place | Guimaraes (Portugal) |
DOI | https://doi.org/10.1007/978-3-031-38616-9_7 |
Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol
20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023
International
Authors | Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Javier de Cos Juez, Héctor Aláiz Moretón, Dragan Simic, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Place | Guimaraes (Portugal) |
DOI | https://doi.org/10.1007/978-3-031-38616-9_1 |
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023
International
Authors | Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Place | Guimaraes (Portugal) |
DOI | https://doi.org/10.1007/978-3-031-38616-9_2 |
Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
International
Authors | Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José-Luis Casteleiro-Roca, Esteban Jove, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Organization | Universidad de Salamanca |
Place | Salamanca (España) |
DOI | https://doi.org/10.1007/978-3-031-42529-5_15 |
A Novel Method for Failure Detection Based on Real-Time Systems Identification
International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023)
International
Authors | Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Place | Salamanca (España) |
DOI | https://doi.org/10.1007/978-3-031-42519-6_5 |
An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids
International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022)
International
Authors | Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Place | Salamanca (España) |
DOI | https://doi.org/10.1007/978-3-031-18409-3_5 |
Feature selection for transfer learning using particle swarm optimization and complexity measures
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
International
Authors | Guillermo Castillo-García, Laura Morán-Fernández, Verónica Bolón-Canedo |
Place | Brujas (Bélgica) |
DOI | https://doi.org/10.14428/esann/2022.es2022-57 |
The role of feature selection in personalized recommender systems
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
International
Authors | Roger Bagué-Masanés, Verónica Bolón-Canedo, Beatriz Remeseiro |
Place | Brujas (Bélgica) |
DOI | https://doi.org/10.14428/esann/2022.es2022-43 |
When the best reviews are not placed between extremes
International Joint Conference on Neural Networks (IJCNN 2022)
International
Authors | Eva Blanco-Mallo, João Carneiro, Goreti Marreiros, Beatriz Remeseiro, Verónica Bolón-Canedo |
Place | Padua (Italia) |
DOI | https://doi.org/10.1109/ijcnn55064.2022.9892131 |
A Classification and Review of Tools for Developing and Interacting with Machine Learning Systems
The 37th ACM/SIGAPP Symposium On Applied Computing
International
Authors | Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, David Alonso-Ríos, José Bobes-Bascarán |
Place | BRNO (República Checa) |
DOI | https://doi.org/10.1145/3477314.3507310 |
Reduced precision discretization based on information theory
26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022)
International
Authors | Brais Ares, Laura Morán-Fernández, Verónica Bolón-Canedo |
Organization | KES International |
Place | Verona (Italia) |
DOI | https://doi.org/10.1016/j.procs.2022.09.144 |
How Agent-based modeling can help to foster sustainability projects
26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022)
International
Authors | Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Adina Dumitru, Isabel Lema-Blanco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Organization | KES International |
Place | Verona (Italia) |
DOI | https://doi.org/10.1016/j.procs.2022.09.313 |
Artificial Intelligence and Sustainability
Corunna Innovate Summit
Autonomous
Authors | Amparo Alonso-Betanzos |
Place | Coruña, A (España) |
Less is more: Low-precision feature selection for wearables
International Joint Conference on Neural Networks (IJCNN 2022)
International
Authors | Samuel Suárez-Marcote, Laura Morán-Fernández, Verónica Bolón-Canedo |
Place | Padua (Italia) |
DOI | https://doi.org/10.1109/ijcnn55064.2022.9892143 |
Real-time classification of handball game situations
34th IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
International
Authors | B. Cabado, Bertha Guijarro-Berdiñas, Emilio J. Padrón |
Place | Online (Estados Unidos) |
DOI | https://doi.org/10.1109/ictai56018.2022.00106 |
Sustainable Personalisation and Explainability in Dyadic Data Systems
26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022)
International
Authors | Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Organization | KES International |
Place | Verona (Italia) |
DOI | https://doi.org/10.1016/j.procs.2022.09.157 |
Using Active Learning to Improve the Treatment Selection on Pancreatic Cancer Patients
V XoveTIC Conference 2022
Autonomous
Authors | Elena Hernandez-Pereira, Eduardo Mosqueira-Rey, David Alonso-Ríos, Alberto Pérez-Sánchez, José Bobes-Bascarán |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate ¿ LiFePO4 batteries
V XoveTIC Conference. XoveTIC 2022
National
Authors | Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
Organization | Universidade da Coruña |
Place | Coruña, A (España) |
DOI | https://doi.org/10.29007/qd3p |
Análisis de redes sociales basado en las conquistas de César Borgia
XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 20/21
National
Authors | Javier Fumanal-Idocin, Oscar Cordón, Amparo Alonso-Betanzos, Humberto Bustince, Javier Fernández |
Organization | Asociación Española para la Inteligencia Artificial |
Place | Málaga (España) |
Caracterización de conjuntos de puntos mediante cierres no convexos subdivisibles
XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA 20/21)
National
Authors | David Novoa-Paradela, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Málaga (España) |
Regularized One-Layer Neural Networks for Distributed and Incremental Environments
International Work-Conference on Artificial Neural Networks (IWANN 2021). Lecture Notes in Computer Science
International
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Place | Granada (España) |
Dimensionality Reduction: Is Feature Selection More Effective Than Random Selection?
International Work-Conference on Artificial Neural Networks (IWANN 2021). Lecture Notes in Computer Science
International
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo |
Place | Granada (España) |
Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data
International Work-Conference on Artificial Neural Networks (IWANN 2021). Lecture Notes in Computer Science
International
Authors | A. Alonso-Betanzos, Bertha Guijarro-Berdiñas, Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño |
Place | Granada (España) |
DOI | https://doi.org/10.1007/978-3-030-85099-9_11 |
Federated Learning approach for Spectral Clustering
29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2021)
International
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Place | Bruselas (Bélgica) |
The School Path Guide: A Practical Introduction to Representation and Reasoning in AI for High School Students
Artificial Intelligence in Education. AIED 2021. Lecture Notes in Computer Science
International
Authors | Sara Guerreiro-Santalla, Francisco Bellas, Óscar Fontenla-Romero |
Place | Utrecht (Países Bajos) |
DOI | https://doi.org/10.1007/978-3-030-78270-2_15 |
Predictive Maintenance of Naval Assets Using Machine Learning Techniques
The 15th annual Operations Research & Analysis Conference (NATO OR&A)
National
Authors | Francisco Lamas-López, David Novoa-Paradela, Carlos Eiras-Franco, Óscar Fontenla-Romero, David Sanz-Muñoz |
Place | Madrid (España) |
Sustainable AI
INL Summit 2022
International
Authors | Amparo Alonso-Betanzos |
Organization | INTERNATIONAL IBERIAN NANOTECHNOLOGY LABORATORY |
Place | Braga (Portugal) |
Can Data Placement Be Effective for Neural Networks Classification Tasks? Introducing the Orthogonal Loss
25th International Conference on Pattern Recognition (ICPR 2020)
International
Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Organization | IEEE Communitation Society |
Place | Milán (Italia) |
Improving Medical Data Annotation Including Humans in the Machine Learning Loop
The 4th XoveTIC Conference
International
Authors | José Bobes-Bascarán, Eduardo Mosqueira-Rey, David Alonso-Ríos |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/engproc2021007039 |
Exploring a strategy for the development of AI-based diagnostic tools for rare diseases
European Human Genetics Conference (ESHG 2021)
International
Authors | P. Romero- Campo, Bertha Guijarro-Berdiñas, M. Sobrido, Amparo Alonso-Betanzos |
Organization | Wiener Medizinische Akademie |
Place | Viena (online) (Austria) |
Quantum Rule-Based Systems: Managing Uncertain Information with Quantum Computing
2nd European Quantum Technologies Virtual Conference (EQTC)
International
Authors | Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Samuel Magaz-Romero, Andrés Gómez-Tato, Daniele Musso |
Organization | National University of Ireland |
Place | Galway - online (Irlanda) |
A Delayed Elastic-Net Approach for Performing Adversarial Attacks
25th International Conference on Pattern Recognition (ICPR 2020)
International
Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Organization | IEEE Communitation Society |
Place | Milán (Italia) |
Las Humanidades en la era de la Inteligencia Artificial. Cooperando para modelar sostenibilidad
V Congreso Internacional de la HDH: Humanidades Digitales Hispánicas
International
Authors | Amparo Alonso-Betanzos |
Place | Santiago de Compostela (España) |
Nuevas aproximaciones de aprendizaje por transferencia en sistemas de recomendación
XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 20/21
National
Authors | Eva Blanco-Mallo, Beatriz Remeseiro, Verónica Bolón-Canedo |
Organization | Asociación Española para la Inteligencia Artificial |
Place | Málaga (España) |
Inteligencia Artificial y Ginecología
74 Congreso de la Sociedad Gallega de Obstetricia y Ginecología
Autonomous
Authors | Amparo Alonso-Betanzos |
Organization | Sociedad Gallega de Obstetricia y Ginecología |
Place | Coruña, A (España) |
Personalización de Recomendaciones en TripAdvisor Usando Deep Learning
X Simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA-CAEPIA)
National
Authors | Iñigo Luis López-Riobóo Botana, Amparo Alonso Betanzos, Verónica Bolón Canedo, Antonio Bahamonde Rionda |
Place | Málaga (España) |
Integrating Iterative Machine Teaching and Active Learning into the Machine Learning Loop
25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2021)
International
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Andrés Baamonde-Lozano |
Organization | KES International |
Place | Szczecin (Polonia) |
DOI | https://doi.org/10.1016/j.procs.2021.08.057 |
Do we need hundreds of classifiers of a good feature selection?
28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2020)
International
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Bruselas (Bélgica) |
On the Effectiveness of Convolutional Autoencoders on Image-Based Personalized Recommender Systems
III XoveTIC 2020
International
Authors | Eva Blanco-Mallo, Beatriz Remeseiro López, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
SARDAM: Service Assistant Robot for Daily Activity Monitoring
3rd XoveTIC Conference
Autonomous
Authors | Celtia Meizoso Lamas, Francisco Bellas, Bertha Guijarro-Berdiñas |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2020054003 |
An Intelligent and Collaborative Multiagent System in a 3D Environment
3rd XoveTIC Conference
Autonomous
Authors | Alejandro Rodríguez-Arias, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2020054036 |
Only for your eyes: Visualizing the results of a personalized recommendation system
Art and Artificial Intelligence: a disruptive joint venture - (Art)^2Int (ECAI 2020 Workshop)
International
Authors | Eva Blanco-Mallo, Beatriz Remeseiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Santiago de Compostela (España) |
Usability Heuristics for Domain-Specific Languages (DSLs)
The 35th ACM Symposium on Applied Computing (SAC 2020)
International
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos |
Organization | ACM Special Interest Group on Applied Computing (SIGAPP) |
Place | Brno (República Checa) |
DOI | https://doi.org/10.1145/3341105.3374234 |
When size matters: Markov Blanket with limited bit depth conditional mutual information
Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2020) - In conjunction with
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020)
International
Authors | Laura Morán-Fernández, Eva Blanco-Mallo, Konstantinos Sechidis, Amparo Alonso-Betanzos, Verónica Bolón-Canedo |
Place | Gante (Bélgica) |
An Agent-Based Model to Simulate the Spread of a Virus Based on Social Behavior and Containment Measures.
III XoveTIC 2020
International
Authors | Manuel Seijas Carpente, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Alejandro Rodríguez-Arias, Adina Dumitru |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2020054022 |
Adaptive Real-Time Method for Anomaly Detection Using Machine Learning
3rd XoveTIC Conference
Autonomous
Authors | David Novoa-Paradela, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2020054038 |
Inteligencia Artificial: Una oportunidad para España, El necesario desarrollo de la IA en las empresas españolas
1st Space Industrial Economy 5.0 Sevilla Virtual Summit
National
Authors | Amparo Alonso-Betanzos |
Organization | Fibes Sevilla |
Place | Sevilla (España) |
Inteligencia Artificial y Género
Seminario Covid y Tecnología en clave de Género 2020
National
Authors | Amparo Alonso-Betanzos |
Organization | Instituto de la Mujer y para la Igualdad de Oportunidades. Ministerio de Igualdad |
Place | Madrid (España) |
Regression Tree Based Explanation for Anomaly Detection Algorithm
III Congreso XoveTIC
Autonomous
Authors | López-Riobóo Botana, Íñigo, Carlos Eiras-Franco, Amparo Alonso-Betanzos |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2020054007 |
Gene Subset Selection for Transfer Learning using Bilevel Particle Swarm Optimization
19th IEEE International Conference on Machine Learning and Applications (ICMLA 2020)
International
Authors | Hassen Dhrif, Verónica Bolón-Canedo, Stefan Wuchty |
Place | Miami (Estados Unidos) |
DOI | https://doi.org/10.1109/icmla51294.2020.00206 |
Online Learning for Anomaly Detection via Subdivisible Convex Hulls
International Joint Conference on Neural Networks (IJCNN 2020)
International
Authors | David Novoa-Paradela, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Glasgow (Reino Unido) |
A FIPA-ACL based communication utility for Unity
IEEE 29th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2020)
International
Authors | Alejandro Rodríguez-Arias, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Place | Bayona (Francia) |
Mantenimiento predictivo de motores de buques mediante aprendizaje automático
VIII Congreso Nacional de I+D en Defensa y Seguridad (DESEi+d2020)
National
Authors | David Novoa-Paradela, Carlos Eiras-Franco, Óscar Fontenla-Romero, Óscar Lamas López, David Sanz-Muñoz |
Organization | CENTRO UNIVERSITARIO DE LA DEFENSA (CUD) |
Place | León (España) |
A Machine Learning Solution for Distributed Environments and Edge Computing
The 2nd XoveTIC Conference (XoveTIC 2019)
Autonomous
Authors | Javier Penas-Noce, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Organization | Universidade da Coruña |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2019021047 |
Discovering Common Pathways Across Users' Habits in Mobility Data
19th EPIA Conference on Artificial Intelligence, EPIA 2019
International
Authors | T. Andrade, Brais Cancela, J. Gama |
Place | Vila Real (Portugal) |
Iterative Machine Teaching for the Improvement of Machine Learning Training
Machine Learning Workhop Galicia 2019 (WGML2019)
Autonomous
Authors | Andrés Baamonde-Lozano, Eduardo Mosqueira-Rey, David Alonso-Ríos |
Place | Coruña, A (España) |
Método escalable basado en árboles para explicar interacciones de datos diádicos
Machine Learning Workhop Galicia 2019 (WGML2019)
Autonomous
Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
Place | Coruña, A (España) |
Impacto de la Inteligencia Artificial en la Sociedad y en el mercado de trabajo
Jornada sobre Inteligencia Artificial al servicio de la Sociedad
National
Authors | Amparo Alonso-Betanzos |
Organization | Universidad Internacional de Andalucía (UNIA) |
Place | Málaga (España) |
Mining Human Mobility Data to Discover Locations and Habits
ECML PKDD 2019 Workshops: Machine Learning and Knowledge Discovery in Databases
International
Authors | T. Andrade, Brais Cancela, J. Gama |
Place | Würzburg (Alemania) |
La transformación de la educación por y para la Inteligencia Artificial
III Jornadas Cátedra Microsoft sobre Inteligencia Artificial y Desarrollo Humano
Autonomous
Authors | Amparo Alonso-Betanzos |
Organization | Universidade de Santiago de Compostela (USC) |
Place | Santiago de Compostela (España) |
Case Study of Anomaly Detection and Quality Control of Energy Efficiency and Hygrothermal Comfort in Buildings
8th International Conference on Data Science, Technology and Applications - DATA 2019
International
Authors | Carlos Eiras-Franco, M. Flores, Verónica Bolón-Canedo, Sonia Zaragoza, Rubén Fernández-Casal, Salvador Naya, J. Tarrío-Saavedra |
Place | Praga (República Checa) |
Machine learning for predicting early left ventricular abnormalities in the general population
ESC Congress & World Congress on Cardiology
International
Authors | Tatiana Kuznetsova, Nicholas Cauwenberghs, Francois Haddad, Amparo Alonso-Betanzos, Celine Vens |
Organization | European Society of Cardiology |
Place | París (Francia) |
DOI | https://doi.org/10.1093/eurheartj/ehz745.0661 |
LANN-DSVD: A privacy-preserving distributed algorithm for machine learning
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2018 (Core B)
International
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Marcelo Gómez-Casal |
Place | Brujas (Bélgica) |
A convolutional network for the classification of sleep stages
XoveTIC 2018
Autonomous
Authors | Isaac Fernández-Varela, Elena Hernandez-Pereira, Vicente Moret-Bonillo |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2181174 |
Selección de características distribuidas en entornos heterogéneos
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
National
Authors | Verónica Bolón-Canedo, Rubén Seoane-Martínez, José Luis Morillo-Salas, Amparo Alonso-Betanzos |
Place | Granada (España) |
Una red convolucional para la clasificación de las fases de sueño
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
Authors | Isaac Fernández-Varela, Elena Hernandez-Pereira, Diego Alvarez-Estevez, Vicente Moret-Bonillo |
Place | Granada (España) |
Privacy-preserving, explainability and reduced-precision approaches in Machine Learning
Bilbao Data Science Workshop - BiDAS 3
National
Authors | Amparo Alonso-Betanzos |
Organization | Basque Center for Applied Mathematics |
Place | Bilbao (España) |
Beyond accuracy and time: Preservation of privacy, explainability or reduced-precision approaches in Machine Learning
Big Data Spain 2018
National
Authors | Amparo Alonso-Betanzos |
Place | Madrid (España) |
Feature Selection for Big Visual Data: Overview and Challenges
15th International Conference on Image Analysis and Recognition (ICIAR 2018)
International
Authors | Verónica Bolón-Canedo, Beatriz Remeseiro, Brais Cancela |
Place | Povoa de Varzim (Portugal) |
Session details: Software design and development: UE - usability engineering track
33rd ACM SIGAPP Symposium On Applied Computing (SAC-2018)
International
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo, David Alonso-Ríos |
Place | Pau (Francia) |
A Heuristic Evaluation of the User and Programming Interfaces of a Sleep Medicine Application
33rd ACM SIGAPP Symposium On Applied Computing (SAC-2018)
International
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret Bonillo |
Place | Pau (Francia) |
Interpretable market segmentation on high dimension data
XoveTIC 2018
Autonomous
Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2181171 |
Sleep Staging with Deep Learning: A convolutional model
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
International
Authors | Isaac Fernández-Varela, Dimitrios Athanasakis, Samuel Parsons, Elena Hernandez-Pereira, Vicente Moret-Bonillo |
Place | Brujas (Bélgica) |
Feature selection for label ranking
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
International
Authors | Noelia Sánchez-Maroño, Beatriz Pérez-Sánchez |
Place | Brujas (Bélgica) |
Segmentación de mercado explicable sobre datos de alta dimensión
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
Place | Granada (España) |
Feature selection with limited bit depth mutual information for embedded systems
XoveTIC 2018
Autonomous
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
Analysis of imputation bias for feature selection with missing data
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
International
Authors | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed |
Place | Brujas (Bélgica) |
Análisis de algoritmos de cuantificación basados en ajuste de distribuciones
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
National
Authors | Alberto Castaño, Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Granada (España) |
Uso de técnicas de Saliency para Selección de Características
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Granada (España) |
Selección de características escalable con ReliefF mediante el uso de Hashing Sensible a la Localidad
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
Place | Granada (España) |
Usability Evaluation and Development of Heuristics for Second-Screen Applications
32th Annual ACM Symposium on Applied Computing (SAC-2017)
International
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Diego Prado Gesto, Vicente Moret Bonillo |
Place | Marrakech (Marruecos) |
DOI | https://doi.org/10.1145/3019612.3019883 |
Exploring the consequences of distributed feature selection in DNA microarray data
2017 International Joint Conference on Neural Networks (IJCNN 2017)
International
Authors | Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown |
Place | Anchorage, Alaska (Estados Unidos) |
Aprendizaje en grandes volúmenes de datos mediante un nuevo método distribuido y no iterativo para redes de neuronas de una capa
Machine Learning Workshop Galicia 2017
Autonomous
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Marcelo Gómez-Casal |
Organization | CITIUS |
Place | Santiago de Compostela (España) |
A distributed approach for classi cation using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Brujas (Bélgica) |
Machine learning models to search relevant genetic signatures in clinical contex
2017 International Joint Conference on Neural Networks (IJCNN 2017)
International
Authors | Daniel Urda, Rafael Luque, Noelia Sánchez-Maroño, Leonardo Franco, Jose Jerez |
Place | Anchorage, Alaska (Estados Unidos) |
Data complexity measures for analyzing the effect of SMOTE over microarrays
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Brujas (Bélgica) |
A distributed approach for classification using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International
Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Brujas (Bélgica) |
Outlining a simple and robust method for the automatic detection of EEG arousals
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International
Authors | Isaac Fernández-Varela, Diego Álvarez Estévez, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Brujas (Bélgica) |
Scalable approximate k-NN graph construction based on Local Sensitivity Hashing
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International
Authors | Amparo Alonso-Betanzos, Carlos Eiras-Franco, David Martínez-Rego |
Place | Brujas (Bélgica) |
Usabilidad de Sistemas Informáticos en la Medicina del Sueño
XXIV Reunión Anual de la Sociedad Española de Sueño (SES-2016)
National
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret Bonillo |
Organization | Sociedad Española de Sueño |
Place | Valladolid (España) |
Automatic Detection of EEG Arousals
ESANN 2016 - European Symposium on Artificial Neural Networks
International
Authors | Isaac Fernández Varela, Elena Hernandez-Pereira, Diego Álvarez Estévez, Vicente Moret Bonillo |
Place | Brujas (Bélgica) |
Distributed learning algorithm for feedforward neural networks
ESANN 2016 - European Symposium on Artificial Neural Networks
International
Authors | Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas, Diego Rego-Fernández |
Place | Brujas (Bélgica) |
A fast learning algorithm for high dimensional problems: an application to microarrays
ESANN 2016 - European Symposium on Artificial Neural Networks
International
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, David Martínez-Rego, Diego Rego-Fernández |
Place | Brujas (Bélgica) |
A comparison of performance of sleep spindle classification methods using wavelets
4th KES International Conference on Innovation in Medicine and Healthcare, InMed 2016
International
Authors | Elena Hernandez-Pereira, Isaac Fernández Varela, Vicente Moret Bonillo |
Place | Puerto de la Cruz (España) |
Two-class with oversampling versus one-class classification for microarray datasets. Lecture Notes in Computer Science (vol. 9887)
International Conference on Artificial Neural Networks (ICANN 2016)
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
Place | Barcelona (España) |
Paralelización de algoritmos de selección de características en la plataforma Weka
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International
Authors | Amparo Alonso-Betanzos, Carlos Eiras-Franco, Verónica Bolón-Canedo, Jaime Rodríguez, J. Touriño |
Place | Albacete (España) |
Selection of the best base classi er in one-versus-one using data complexity measures
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International
Authors | Amparo Alonso-Betanzos, Laura Morán-Fernández, Verónica Bolón-Canedo |
Place | Albacete (España) |
Selecting target concept in one-class classification for handling class imbalance problem
IJCNN 2015 - 2015 International Joint Conference on Neural Networks
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
Place | Killarney (Irlanda) |
An insight on complexity measures and classi cation in micro- array data
IJCNN 2015 - 2015 International Joint Conference on Neural Networks
International
Authors | Amparo Alonso-Betanzos, Laura Morán-Fernández, Verónica Bolón-Canedo |
Place | Killarney (Irlanda) |
DOI | https://doi.org/10.1109/ijcnn.2015.7280302 |
Learning features on tear fi lm lipid layer classi cation
23th European symposium on Arti cial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2015
International
Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
Place | Brujas (Bélgica) |
Designing decision trees for representing sustainable behaviors in agents
13th Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS) 2015
International
Authors | Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Noelia Sánchez-Maroño |
Place | Salamanca (España) |
A time efficient approach for distributed feature selection partitioning by features
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International
Authors | Amparo Alonso-Betanzos, Laura Morán-Fernández, Verónica Bolón-Canedo |
Place | Albacete (España) |
One-class classification for microarray datasets with feature selection
Engineering Applications of Neural Networks (EANN 2015)
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
Place | Rodas (Grecia) |
A distributed feature selection approach based on a complexity measure
International Work Conference on Artificial Neural Networks (IWANN)-2015, Core B
International
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño |
Place | Palma (España) |
Empirical Agent-based modelling of everyday pro-environmental behaviours at work
7th International Congress on Environmental Modelling and Software, June 15-19, San Diego, CA, USA.
http://www.iemss.org/society/index.php/iemss-2014-proceedings
International
Authors | Gary Polhill, Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Adina Dumitru, Mirilia Bonnes, Marino Bonaiuto, Giuseppe Carrus, Ferdinando Fornara, Fridanna Maricchiolo, Linda Steg , Angela Ruepert, Kees Kaizer, García-Mira, R. |
Organization | The International Environmental Modelling & Software Society |
Place | San Diego, CA (Estados Unidos) |
Modeling consumption of contents and advertising in online newspapers
22th European symposium on Artificial Neural Networks,
Computational Intelligence and Machine Learning (ESANN) 2014.
International
Authors | I. Porto-Díaz, David Martínez Rego, O. Fontenla Romero, Amparo Alonso-Betanzos |
Place | Brujas (Bélgica) |
Self-adaptive topology neural network for online incremental learning
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
Place | Angers (Francia) |
Learning on vertically partitioned data based on x2 feature selection and naive bayes classi cation
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño, Diego Peteiro Barral |
Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
Place | Angers (Francia) |
Influence of internal values and social networks for achieving sustainable organizations
21st European Conference on Artificial Intelligence (ECAI'2014)
International
Authors | Noelia Sanchez Maroño, Amparo Alonso-Betanzos, O. Fontenla Romero, Carlota Brinquis-Nuñez, Gary Polhill, T. Craig |
Place | Praga (República Checa) |
mC-ReliefF: An extension of ReliefF for cost-based feature selection
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Bea Remeseiro |
Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
Place | Angers (Francia) |
Adaptive Neural Topology Based on Vapnik-Chervonenkis Dimension
Agents and Artificial Intelligence. Lecture Notes in Artificial Intelligence
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Angers (Francia) |
A Study of Heart Rate Variability as Sleep Apnoea Predictor over Two Different Databases
Biomedical and Health Informatics (BHI), 2014 IEEE-EMBS International Conference on ...
International
Authors | Vicente Moret Bonillo, Diego Álvarez Estévez, Veronica Peiteado Brea |
Organization | IEEE EMBS |
Place | Valencia (España) |
Improving detection of apneic events by learning from examples and treatment of missing data
Studies in health technology and informatics
International
Authors | Elena Hernandez-Pereira, Diego Álvarez Estévez, Vicente Moret Bonillo |
Organization | UNIVERSIDAD DEL PAÍS VASCO |
Place | Donostia-San Sebastián (España) |
Novel feature selection methods for high dimensional data
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International
Authors | Verónica Bolón Canedo, Noelia Sanchez Maroño, Amparo Alonso-Betanzos |
Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
Place | Angers (Francia) |
Estrategia docente de la materia de Sistemas Inteligentes en la titulación de grado en Ingeniería Informática
XIX Jornadas de Enseñanza Universitaria de la Informática (JENUI'13)
National
Authors | Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos, Vicente Moret-Bonillo, David Martínez-Rego |
Organization | Universidad Jaume I |
Place | Castellón de la Plana/Castelló de la Plana (España) |
A decision-making model for environmental behavior in agent-based modelling
International Work Conference on Artificial Neural Network (IWANN 2013)
International
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
Organization | Iwann |
Place | Puerto de la Cruz (España) |
Analizando los resultados académicos en una materia de programación
XIX Jornadas de Enseñanza Universitaria de la Informática (JENUI'13)
National
Authors | Mariano Javier Cabrero Canosa, David Alonso-Ríos, Noelia Barreira Rodríguez, Carlos Gómez-Rodríguez, Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Elena Hernandez-Pereira, Miguel Ángel Alonso Pardo, Bertha Guijarro-Berdiñas, Jesús Vilares |
Organization | Universidad Jaume I |
Place | Castellón de la Plana/Castelló de la Plana (España) |
Experiencia de adaptación y plan de mejora de la materia de Sistemas Inteligentes en la titulación de Grado en Ingeniería Informática
Actas de las XIX Jenui. Castellón
National
Authors | Beatriz Pérez-Sánchez, David Alonso-Ríos, Amparo Alonso-Betanzos, Vicente Moret Bonillo, David Martínez Rego |
Organization | JENUI |
Place | Castellón de la Plana/Castelló de la Plana (España) |
A distributed wrapper approach for feature selection
ESANN 2013 - European Simposium on Artificial Neural Networks (Core B)
International
Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño |
Place | Brujas (Bélgica) |
Interferential tear film lipid layer classi cation: An automatic dry eye test
IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012)
International
Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Organization | Aristotle University of Thessaloniki |
Place | Athens (Grecia) |
An ontology-based design for modelling case studies of everyday pro-environmental behaviour in the workplace
iEMSs 2012 - International Conference on Environmental Modeling and Software Managing Resources of a limited planet
International
Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Organization | The International Environmental Modelling & Software Society |
Place | Leipzig (Alemania) |
An agent-based prototype for enhancing sustainability behavior at an academic environment
Workshop on Agents and Multi-agent Systems for Enterprise Integration (Zoco 2012) in conjunction with the 10th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
International
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Noelia Sánchez-Maroño, Verónica Bolón-Canedo |
Organization | Universidad Pontificia de Salamanca (UPSA) |
Place | Salamanca (España) |
Scalability analysis of lter-based methods for feature selection
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2012)
International
Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
Organization | KES |
Place | Donostia-San Sebastián (España) |
On the Continuous Evaluation of the Macrostructure of Sleep
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
(KES 2012)
International
Authors | Diego Álvarez Estévez, José María Fernández Pastoriza, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Organization | UNIVERSIDAD DEL PAÍS VASCO |
Place | Donostia-San Sebastián (España) |
Cómo orientar las tutorías de grupo reducido en el aprendizaje de materias en enseñanzas técnicas
IX FORO INTERNACIONAL SOBRE LA EVALUACIÓN DE LA CALIDAD DE LA INVESTIGACIÓN Y DE LA EDUCACIÓN SUPERIOR (FECIES). Santiago de Compostela (España), 12-15 de Junio de 2012
National
Authors | Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas |
Place | Santiago de Compostela (España) |
Prosaico: Characterisation of objectives within the scope of an intelligent system for sport advising.
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2012)
International
Authors | Eduardo Mosqueira-Rey, Diego Prado Gesto, Ángel Fernández-Leal, Vicente Moret Bonillo |
Organization | KES |
Place | Donostia-San Sebastián (España) |
Deriving agents from questionnaire data. Developing decision trees from norms and behaviour
ESSA 2012 ¿ 8th Conference of the European Social Simulation Association
International
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
Place | Salzburgo (Austria) |
A framework for handling fuzzy temporal events.
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES'12)
International
Authors | Angel Fernández Leal, Diego Álvarez Estévez, José María Fernández Pastoriza, Vicente Moret Bonillo |
Organization | KES International |
Place | Donostia-San Sebastián (España) |
Prosaico: An Intelligent System for the Management of a Sports Facility
Management Intelligent Systems 2012
International
Authors | Eduardo Mosqueira-Rey, Diego Prado Gesto, Ángel Fernández-Leal, Vicente Moret Bonillo |
Organization | Springer-Verlag |
Place | Salamanca (España) |
Statistical dependence measure for feature selection in micro-array datasets
ESANN 2011 - European Simposium on Artificial Neural Networks (Core B)
International
Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Place | Brujas (Bélgica) |
Toward an ensemble of lters for classi fication
International Conference on Intelligent Systems Design and Applications ISDA 2011
International
Authors | Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Verónica Bolón-Canedo |
Place | Córdoba (España) |
Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks
IEEE Symposium Series on Computational Intelligence, IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA)
International
Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Place | París (Francia) |
Dealing with very large datasets. An overview of a promising research line: Distributed learning
International Conference on Agents and Artificial Intelligence (ICAART'11)
International
Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
Place | Roma (Italia) |
Novel feature selection methods applied to high dimensionality datasets
14th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2011)
National
Authors | Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Verónica Bolón-Canedo |
Organization | N.D. |
Place | San Cristóbal de La Laguna (España) |
Digital Cartographic Generalization in Spatial Databases: application issues in Power Grids CAD tools
V Simposio Ibero-Americano de Computação Gráfica (SIACG 2011)
International
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Javier Novo Rodríguez |
Organization | Grupo Portugués de Computação Gráfica |
Place | Faro (Portugal) |
A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms
ESANN 2011 - European Simposium on Artificial Neural Networks (Core B)
International
Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Óscar Fontenla-Romero |
Place | Brujas (Bélgica) |
On the effectiveness of distributed learning on different class-probability distributions of data. Lecture Notes in Artificial Intelligence (vol. 7023)
14a Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2011)
International
Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Organization | AEPIA - Asociación Española Para la Inteligencia Artificial |
Place | Santa Cruz de Tenerife (España) |
Improving Electrical Power Grid Visualization using Geometry Shaders
8th International Conference on Computer Graphics, Imaging and Visualization (CGIV 2011)
International
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Javier Novo Rodríguez |
Organization | IEEE Computer Society |
Place | Singapur (Singapur) |
Multiclass classifiers vs multiple binary classifiers using filters for feature selection
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Pablo García González, Verónica Bolón Canedo |
Place | Barcelona (España) |
On the Effectiveness of Discretization on Gene Selection of Microarray Data
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International
Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Place | Barcelona (España) |
Usability Analysis of Multimedia Elements in Websites
1st Workshop on Multimedia Data Coding and Transmission (WMDCT). Congreso Español de Informática (CEDI)
National
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Eduardo Rodríguez Poch, Diego Prado Gesto |
Place | Valencia (España) |
Information Theoretic Fuzzy Modeling for Regression
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010), 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010)
International
Authors | Diego Álvarez Estévez, José Carlos Príncipe, Vicente Moret Bonillo |
Place | Barcelona (España) |
An agent framework for personalised student self-evaluation
2nd International Conference on Agents and Artificial Intelligence
International
Authors | María Teresa París Regueiro, Mariano Javier Cabrero Canosa |
Place | Valencia (España) |
Electrical Distribution Grid Visualization Using Programmable GPUs
International Conference on Electrical/Electronics, Computer Telecommunications and Information Technology (ECTI-CON¿2010)
International
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Javier Novo Rodríguez |
Place | Chaing Mai (Tailandia) |
Information theoretic fuzzy modeling for regression
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
International
Authors | Diego Álvarez Estévez, José C. Príncipe, Vicente Moret Bonillo |
Organization | IEEE |
Place | Miami (Estados Unidos) |
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation.
IC-AI 2010
International
Authors | Diego Álvarez Estévez, José C. Príncipe, Vicente Moret Bonillo |
Organization | ICAI |
Place | Barcelona (España) |
La Evaluación Continua y la Autoevaluación en el Marco de la Enseñanza de la Programación Orientada a Objetos
XVI Jornadas de Enseñanza Universitaria de la Informática (JENUI)
National
Authors | Eduardo Mosqueira-Rey |
Place | Santiago de Compostela (España) |
Feature selection and conversion methods in KDDCup dataset: A comparison of performance
International Conference Artificial Intelligence and Applications (AIA)
International
Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Elena Hernandez-Pereira |
Place | Innsbruck (Austria) |
A Log Analyzer Agent for Intrusion Detection in a Multi-agent System
International Conference on Knowledge-Based & Intelligent Engineering Systems (KES 2010) - Lecture Notes in Artificial Intelligence 6276
International
Authors | Iago Porto Díaz, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Place | Cardiff (Reino Unido) |
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation
2010 International Conference on Artificial Intelligence, ICAI 2010
International
Authors | Diego Álvarez Estévez, José Carlos Príncipe, Vicente Moret Bonillo |
Place | Las Vegas (Estados Unidos) |
Multimedia Elements in a Hybrid Multi-Agent System for the Analysis of Web Usability
5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010)
International
Authors | Eduardo Mosqueira-Rey, Belén Baldonedo Del Río, David Alonso-Ríos, Eduardo Rodríguez Poch, Diego Prado Gesto |
Place | España |
Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
International
Authors | David Martínez Rego, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
Place | Salónica (Grecia) |
Local Modeling Classifier for Microarray Gene-Expression Data
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
International
Authors | Iago Porto Díaz, Verónica Bolón Canedo, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
Place | Salónica (Grecia) |
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
International
Authors | Bertha Guijarro-Berdiñas, Santiago Fernández Lorenzo, Noelia Sánchez-Maroño, Óscar Fontenla-Romero |
Place | Salónica (Grecia) |
An Incremental Learning Method for Neural Networks in Adaptive Environments
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Barcelona (España) |
Personalized Constructions of Self-Evaluation Tests
IEEE Engineering Education 2010. The future of Global Learning in Engineering Education
International
Authors | María Teresa París Regueiro, Mariano Javier Cabrero Canosa |
Place | Madrid (España) |
Co-morbidity analysis and decision support on transplanted patients using machine learning techniques
Seventh annual Event of the International Council on Medical and Care Compunetics (ICMCC)
International
Authors | G. Iago Corbal Ramón, Mariano Javier Cabrero Canosa, Lino Carrajo García, Olaia Vázquez Sánchez, Dolores Rimada Mora, Guillermo Vázquez González |
Place | Londres (Reino Unido) |
A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis
10th International Work-Conference on Artificial Neural Networks (IWANN2009)
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Salamanca (España) |
An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Sevilla (España) |
Privacy-Preserving Distributed Learning based on Genetic Algorithms and Artificial Neural Networks.
DCAI'09 - Int. Symposium on Distributed Computing and Artificial Intelligence, workshops organizado no IWANN 2009
International
Authors | Bertha Guijarro-Berdiñas, David Martínez Rego, Santiago Fernández Lorenzo |
Organization | UNIVERSIDAD DE SALAMANCA |
Place | Salamanca (España) |
A Continuous Evaluation of the Awake Sleep State using Fuzzy Reasoning
EMBC¿09, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society
International
Authors | Diego Álvarez Estévez, José María Fernández Pastoriza, Vicente Moret Bonillo |
Place | Minneapolis (Estados Unidos) |
An HTML analyzer for the study of web usability.
IEEE SMC¿09, IEEE International Conference Systems, Man and Cybernetics
International
Authors | David Alonso-Ríos, Iván Luis Vázquez, Eduardo Mosqueira-Rey, Vicente Moret Bonillo, Belén Baldonedo Del Río |
Place | San Antonio (Estados Unidos) |
Using Rewards to Improve the Adoption Rates of Intelligent Speed Adaptation (ISA) Technology
ITS-2009, 16th World Congress and Exhibition on Intelligent Transport Systems and Services
International
Authors | Jonathan Guard, Dave Marples, Nick Williams, Eduardo Mosqueira-Rey, Boris Kennes |
Place | Estocolmo (Suecia) |
A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset.
IJCNN'09, International Joint Conference on Neural Networks
International
Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
Place | Atlanta (Estados Unidos) |
A New Supervised Local Modelling Classifier based on Information Theory
IJCNN'09, International Joint Conference on Neural Networks
International
Authors | David Martínez Rego, Óscar Fontenla-Romero, Iago Porto Díaz, Amparo Alonso-Betanzos |
Place | Atlanta (Estados Unidos) |
Physical Condition Evaluation within the Scope of an Intelligent System for Sports Advising
AIA¿09, 9th IASTED International Conference on Artificial Intelligence and Applications
International
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo, Eduardo Rodríguez Poch, David Alonso-Ríos, Enrique Soto Martínez |
Place | Innsbruck (Austria) |
Classifying Sleep Apneas Using Neural Networks and a Combination of Experts
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International
Authors | Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Diego Peteiro Barral |
Place | Sevilla (España) |
Filter-based Feature Selection for the Detection of Arousals in Sleep Studies.
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International
Authors | Diego Álvarez Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Place | Sevilla (España) |
Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients
10th International Work-Conference on Artificial Neural Networks (IWANN2009)
International
Authors | Diego Álvarez Estévez, Vicente Moret Bonillo |
Place | Salamanca (España) |
CommonKADS Modelling of an Intelligent System for Personalised Sports Advising.
ASC 2009, 13th IASTED International Conference on Artificial Intelligence and Soft Computing.
International
Authors | Eduardo Mosqueira-Rey, Ángel Fernández-Leal, Eduardo Rodríguez Poch, Vicente Moret Bonillo, David Alonso-Ríos, Enrique Soto Martínez |
Place | España |
Usability Taxonomy and Context-of-Use Taxonomy for Usability Analysis
IEEE SMC¿09, IEEE International Conference Systems, Man and Cybernetics
International
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret Bonillo |
Place | San Antonio (Estados Unidos) |
A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems
PAAMS 2009, 7th International Conference on Practical Applications of Agents and Multi-Agent Systems
International
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Silvia López López, Santiago Fernández Lorenzo, David Alonso-Ríos |
Organization | Universidad de Salamanca |
Place | Salamanca (España) |
Combining Feature Selection and the FVQIT Method for Classification in KDD Cup 99 Dataset
ICANN¿09, International Conference on Artificial Neural Networks
International
Authors | Iago Porto Díaz, David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Place | Limassol (Chipre) |
Análisis de Usabilidad en un Proyecto de Trazabilidad de Pacientes mediante RFID en el Servicio de Urgencias
III Jornadas Científicas sobre RFID
International
Authors | María Martínez Pérez, Eduardo Mosqueira-Rey, David Alonso-Ríos, Eduardo Rodríguez Poch, J.R. Vizoso Hermida, J.R Vázquez Sánchez, F.J. González Enríquez, D. Rimada Mora |
Place | Bilbao (España) |
A wrapper method for feature selection in multiple classes dataset
10th International Work-Conference on Artificial Neural Networks (IWANN2009)
International
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo Estévez |
Place | Salamanca (España) |
Dealing with Imprecision in the Sleep Apnea - Hypopnea Syndrome
ASC 2008, 12th IASTED International Conference Artificial Intelligence and Soft Computing.
International
Authors | Diego Álvarez Estévez, Vicente Moret Bonillo |
Place | España |
Computer-Assisted Decision Support in the Sleep Apnea - Hypopnea Syndrome
ECIFMBEC 2008, 4th European Congress of the International Federation for Medical and Biomedical Engineering.
International
Authors | Diego Álvarez Estévez, Vicente Moret Bonillo |
Place | Amberes (Países Bajos) |
A Method for Time Series Prediction using a Combination of Linear Models
ESANN 2008, 16th European Symposium on Artificial Neural Network. Advances in Computational Intelligence and Learning.
International
Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Place | Bruxas (Países Bajos) |
A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis.
ESANN 2008, 16th European Symposium on Artificial Neural Network. Advances in Computational Intelligence and Learning.
International
Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
Place | Bruxas (Países Bajos) |
Vibration Analysis and Condition Forecasting for Rotating Machinery using Local Modeling Neural Networks
ASC 2008, 12th IASTED International Conference Artificial Intelligence and Soft Computing.
International
Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Manuel Vilaboy Jarel, Alberto Bouza Durán |
Place | España |
A Novel Hybrid Method for Feature Subset Selection
ASC 2008, 12th IASTED International Conference Artificial Intelligence and Soft Computing.
International
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla Sanromán |
Place | España |
Optimización del proceso de aprendizaje en Redes de Neuronas Artificiales
CAEPIA-TIIA 2007, XII Conferencia de la Asociación Española para la Inteligencia Artificial
International
Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Salamanca (España) |
Integration of Heuristic, Empirical and Subjective Methods in the Development of a Support Tool for Performing the Usability Analysis of Computerised Systems.
CEDI 2007, VII Jornada de Seguimiento de Proyectos en el Área de Inteligencia Artificial, II Congreso Español de Informática
National
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Angel Fernández Leal |
Place | Zaragoza (España) |
A Novel Local Classification Method using Growing Neural Gas and Proximal Support Vector Machines
IJCNN 2007, International Joint Conference on Neural Networks
International
Authors | Rubén M. Rodríguez Pena, Beatriz Pérez-Sánchez, Óscar Fontenla-Romero |
Place | Orlando (Estados Unidos) |
A fast semi-linear backpropagation learning algorithm
International Conference on Artificial Neural Networks ICANN 2007
International
Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela Vidal |
Place | Porto (Portugal) |
Classification of computer intrusions using functional networks. A comparative study
ESANN 2007, 15 th. European Symposium on Artificial Neural Networks
International
Authors | Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, F. M. Carballal Fortes, Juan Suárez Romero, Beatriz Pérez-Sánchez |
Place | Brujas (Países Bajos) |
Metodología del trabajo y experiencias de aprendizaje colaborativo y evaluación continua en la disciplina de Sistemas Multiagente
JENUI 2007, XIII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | F. Bellas, Amparo Alonso-Betanzos |
Place | Teruel (España) |
Tutorial gráfico interactivo de estructuras de datos
JENUI 2007, XIII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Mariano Javier Cabrero Canosa, Javier Blanco Gutierrez |
Place | Teruel (España) |
Multispectral classification of grass weeds and wheat (Triticum durum) crop using linear and nonparametric functional discriminant analysis and neural networks.
XXX Congreso Nacional de Estadística e Investigación Operativa
National
Authors | M. Francisco-Fernández, R. Cao, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, F. López Granados, J.M. Peña Barragán, M. Jurado Expósito |
Place | Valladolid (España) |
An amplitude signal based technique for hypopneas detection
11th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 07)
International
Authors | Elena Hernandez-Pereira, Beatriz Fernández Rey, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
Place | España |
Framework de Desarrollo de Agentes Inteligentes Evolutivos
CEDI07/DESMA 2007, III Taller en Desarrollo de Sistemas Multiagente, II Congreso Español de Informática (CEDI¿07)
National
Authors | Eduardo Mosqueira-Rey, Belén Baldonedo del Río, David Alonso-Ríos, Ana Vazquez Garcia, Vicente Moret Bonillo |
Place | Zaragoza (España) |
An evolutionary approach to including learning mechanisms in multiagent systems
ECAL 2007, 9th European Conference on Artificial Life workshops. Dynamics of Learning Behavior and Neuromodulation Workshop
International
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Ana Vazquez Garcia, Belen Baldonedo del Río, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Place | Lisboa (Portugal) |
A neural network model for the prediction of the ESTSP¿2007 competition data
ESTSP 2007, European Symposium on Time Series Prediction
International
Authors | Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Place | Espoo (Finlandia) |
A Linear learning method for multilayer perceptrons using least-squares. Lecture Notes in Computer Science (vol. 4881)
International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2007)
International
Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela Vidal |
Place | Birmingham (Reino Unido) |
Temporal knowledge in the intelligent diagnosis of sleep apnea syndrome: A new approach
29th IEEE EMBS Annual International Conference Engineering in Medicine and Biology Society
International
Authors | Angel Fernández Leal, Vicente Moret Bonillo |
Place | Lyon (Francia) |
Una aproximación al espacio europeo de educación superior basada en el desarrollo de proyectos software en ingeniería del conocimiento
JENUI 2007, XIII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Place | Teruel (España) |
An evolutionary multiagent system for studying the usability of websites.
IWBT 2007, International Workshop on Intelligent Web based tools as part of the 19 th. IEEE International conference on Tools with Artificial Intelligence(ICTAI¿07)
International
Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Ana Vazquez Garcia, Belén Baldonedo del Río, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Place | Patras (Grecia) |
Clasificación de firmas espectrales de trigo, Avena Sterilis, Phalaris Brachystachis, Lolium Rigidum y Polypogon Monspeliensis aplicando análisis lineal, no paramétrico y redes neuronales.
SEMh 2007, XI Congreso de la Sociedad Española de Malherbología
National
Authors | F. López Granados, J. M. Peña Barragán, M. Jurado Expósito, M. Francisco-Fernández, R. Cao, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
Place | Albacete (España) |
An improved version of the wrapper feature selection model based on functional decomposition. Lecture Notes in Computer Science (vol. 4669)
International Conference on Artificial Neural Networks ICANN 2007
International
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez |
Place | Porto (Portugal) |
An add-on for managing behaviours with Priority in JADE
IAT 2006, 2006 IEEE/WIC/ACM Intern. Conference on Intelligent Agent Technology
International
Authors | Juan A. Suárez Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Place | Hong Kong (China) |
A new initialization method for neural networks using sensitivity analysis
ICMSM 2006, International Conference on Mathematical and Statistical Modeling in Honor of Enrique Castillo
International
Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
Place | Ciudad Real (España) |
GenEs: Una plataforma para la generación, realización y evaluación de exámenes
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Mariano Javier Cabrero Canosa, Santiago Acha Aller |
Place | Bilbao (España) |
A computable model for representing temporal knowledge and managing causality
MELECON 2006, 13th IEEE Mediterranean Electrotechnical Conference
International
Authors | Ángel Fernández-Leal, Vicente Moret Bonillo |
Place | España |
Integrating a Priority-Based Scheduler of Behaviours in JADE
ESAW 2006 7th International Workshop on Engineering Societies in the Agents World WII
International
Authors | Juan A. Suárez Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Place | Dublin (Irlanda) |
A framework for handling temporal knowledge in clinical diagnosis problems
ESBME 2006, 5th European Symposium on Biomedical Engineering
International
Authors | Ángel Fernández-Leal, Vicente Moret Bonillo |
Place | Patras, Ellas (Grecia) |
Aportaciones e ideas para el rediseño de la asignatura de Fundamentos de Informática al EEES
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, F. Bellas |
Place | Bilbao (España) |
Entorno de juegos para el desarrollo de prácticas de Inteligencia Artificial
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Juan A. Suárez Romero, Amparo Alonso-Betanzos, Marcos Villares Souto |
Place | Bilbao (España) |
Experiencias en la implantación de la asignatura de Tecnología de Programación al IEES
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero |
Place | Bilbao (España) |
Support vector machines for the classification of sleep apneas
ESBME 2006, 5th European Symposium on Biomedical Engineering
International
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Place | Patras, Ellas (Grecia) |
A Tool for the Usability Analysis of Computerised Systems
The 10th WSEAS International Conference on COMPUTERS
International
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Place | Vouliagmeni, Atenas (Grecia) |
Detecting hypopneas using advanced techniques of signal processing
ESBME 2006, 5th European Symposium on Biomedical Engineering
International
Authors | Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Beatriz Fernández Rey, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Patras, Ellas (Grecia) |
A new wrapper method for feature subset selection
ESANN 2005. European Symposium on Artificial Neural Networks
International
Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique Castillo |
Place | Brujas (Países Bajos) |
Sistema inteligente para el mantenimiento predictivo en buques
CAEPIA 2005. XI Conferencia de la Asociación Española pra la Inteligencia Artificial
National
Authors | Julián Fontela Vivanco, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño, Juan Antonio Suárez Romero |
Place | Santiago de Compostela (España) |
A tool for agent communication in Mozart/Oz
IAT 2005. The 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology
International
Authors | Juan Antonio Suárez Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Cristina Durán Sanlés |
Place | Compiegne (Francia) |
Adaptación de la asignatura Fundamentos de Informática de la Ingeniería Técnica Industrial al Espacio Europeo de Educación Superior
JENUI 2005. XI Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Óscar Fontenla-Romero, Elena Hernandez-Pereira |
Place | Villaviciosa de Odón (España) |
Integrating GOMS Models and Logging Methods into a Single Tool for Evaluating the Usability of Intelligent Systems
2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2004)
International
Authors | Eduardo Mosqueira-Rey, Julio Rivela Carballal, Vicente Moret Bonillo |
Place | The Hague (Países Bajos) |
Shear strength prediction using dimensional analysis and functional networks
EUROPEAN SYMPOSIUM ON ARTIFICIAL NEURAL NETWORKS (ESANN 2004)
International
Authors | Amparo Alonso-Betanzos, Enrique Castillo Ron, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
Place | Brujas (Bélgica) |
A Computer Program to Assist Developers in Validation and Usability Analysis of Intelligent Systems
VIP SCIENTIFIC FORUM OF THE INTERNATIONAL CONFERENCE ON ADVANCES IN THE INTERNET, PROCESSING, SYSTEMS, AND INTERDISCIPLINARY RESEARCH (IPSI-2004)
International
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Place | Montenegro (Serbia y Montenegro) |
A framework for representing temporal knowledge in the intelligent diagnosis of the sleep apena syndrome
MEDICON and HEALTH TELEMATICS 2004 "Health in the Information Society". X Mediterranean Conference on Medical and Biological Engineering
International
Authors | Angel Fernández Leal, Vicente Moret Bonillo |
Place | Ischia (Italia) |
Accurate Initialization of Neural Network Weights by Backpropagation of the Desired Response
International Joint Conference on Neural Networks. IJCNN2003
International
Authors | Amparo Alonso-Betanzos, Deniz Erdogmus, Óscar Fontenla-Romero, José C. Principe, Enrique Castillo, Robert Jenssen |
Place | Portland, Oregon (Estados Unidos) |
Self-Organizing Maps and Functional Networks for Local Dynamic Modeling
European Symposium on Artificial Neural Networks. ESANN2003
International
Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Place | Brujas (Bélgica) |
Recursive Least Squares for an Entropy Regularized MSE Cost Function
European Symposium on Artificial Neural Networks. ESANN2003
International
Authors | Deniz Erdogmus, Rao N. Yadunandana, José C. Principe, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Place | Brujas (Bélgica) |
Evolutionary Intelligent Agents: A Pattern-Based Design
3rd International Conference on Artificial Intelligence and Applications. AIA2003
International
Authors | Juan Gabriel Fernández García de la Rocha, Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Place | Benalmádena (España) |
Una red de neuronas con aprendizaje incremental para la clasificación de patrones fetales
IX Conferencia Española de Biometría
National
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
Place | Coruña, A (España) |
Un enfoque metodológico para la docencia en Ingeniería del Conocimiento.
IX Jornadas de Enseñanza Universitaria de la Informática. JENUI2003
National
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Adolfo Lozano Tello |
Place | Cádiz (España) |
Clasificación de apneas en sueño mediante redes de neuronas artificiales
XXI Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB2003
National
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga Iglesias, Vicente Moret Bonillo |
Place | Mérida (España) |
Accelerating the convergence speed or neural networks learning methods using least squares
European Symposium on Artificial Neural Networks. ESANN2003
International
Authors | José C. Principe, Óscar Fontenla-Romero, Deniz Erdogmus, Amparo Alonso-Betanzos, Enrique Castillo |
Place | Brujas (Bélgica) |
Design, development, implementation and testing of a tool for the validation and analysis of the usability of intelligent systems.
X conferencia de la Asociación Española para Inteligencia Artificial.CAEPIA0AV Jornadas de Transferencia Tecnológica de Inteligencia Artificial. TTIA2003
National
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira |
Place | España |
Métodos cuantitativos para detección de reducciones de flujo respiratorio en el diagnóstico de la apnea del sueño
IX Conferencia Española de Biometría
National
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
Place | Coruña, A (España) |
Desarrollo de un sistema experto para predecir el peligro de los incendios forestales en Galicia y no de Castilla y León
VIII Encuentro del Grupo Especializado de termodinámica de las Reales Sociedades Españolas de Física y Química
National
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Place | España |
An expert system for the intelligent interpretation of quantitative validation results
6th World Multiconference on Systemics, Cybernetics and Informatics (SCI¿02)
International
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Place | Orlando (Florida) (Estados Unidos) |
Usability analysis of an intelligent system
2nd European Medical & Biological Engineering Conference EMBEC¿02
International
Authors | Eduardo Mosqueira-Rey, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Viena (Austria) |
Detección y clasificación de apneas de sueño mediante wavelets y redes de neuronas artificiales
XX Congreso Anual de la Sociedad Española de Ingeniería biomédica CASEIB¿2002
National
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo, Noemí Carrillo Rozas |
Place | Zaragoza (España) |
A multi-agent architecture for intrusion detection
Knowledge-based intelligent information engineering systems & allied technologies (KES¿02)
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Juan Antonio Suárez Romero |
Place | Italia |
An Expert System Validation Tool Based on Agent Technology
6th World Multiconference on Systemics, Cybernetics and Informatics (SCI¿02)
International
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo, Juan Gabriel Fernández-García de la Rocha |
Place | Orlando (Florida) (Estados Unidos) |
A neural network approach for forestal fire risk estimation
15th European Conference on Artificial Intelligence. ECAI 2002
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Eulogio Jiménez Cuesta, Oscar Fontenla Romero, Juan Canda, José Luis Legido, Cristina Paz Andrade, M. Inmaculada Paz Andrade |
Place | Lyon (Francia) |
TELEMACO: Un sistema intleigente para telemonitorización antenatal
XX Congreso Anual de la Sociedad Española de Ingeniería biomédica CASEIB¿2002
National
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla Romero, Noelia Sanchez Maroño |
Place | Zaragoza (España) |
Desarrollo de un sistema experto para predecir el peligro de los incendios forestales en Galicia y el NO de Castilla y León.
VIII Encuentro del Grupo Espacializado de Termodinámica de las Reales Sociedades Españolas de Física y Química.
National
Authors | Eulogio Jiménez Cuesta, Luisa María Segade Zas, T. Carballas, José Luis Legido, J.A. Vega, J.L. Casanova, Juan Canda, Alejandro V. Galiñanes, M. M. Mato, S. Muñiz, A. Alonso, Enrique carballo González, S. Kolev, Cristina Paz Andrade, Manuel M. Piñeiro, Vicente Moret Bonillo, C. Paz Andrade |
Place | España |
Local forest fire weather occurrence index for Galicia (Spain)
International Conference on Forest Fire Resarch
International
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Eulogio Jiménez Cuesta |
Place | Coimbra (Portugal) |
A neural network approach for forestal fire risk estimation
15th European Conference on Artificial Intelligence ECAI¿02
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Oscar Fontenla Romero |
Place | Lyon (Francia) |
Intelligent analysis of polysomnograms in a sleep apnea decision support systems
Knowledge-based intelligent information engineering systems & allied technologies (KES¿02)
International
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Italia |
Adaptive knowledge-based systems with intelligent agents and evolutionary computation
Knowledge-based intelligent information engineering systems & allied technologies (KES¿02)
International
Authors | Eduardo Mosqueira-Rey, Juan Gabriel Fernández-García de la Rocha |
Place | Italia |
A Computacional System for the Heuristic Forecasting of Fire Risk.
6th World Multiconference on Systemics, Cybernetics and Informatics (SCI¿02)
International
Authors | Mariano Javier Cabrero Canosa, Eduardo Mosqueira-Rey, Vicente Moret Bonillo, Enrique carballo González, S. Kolev, Manuel M. Piñeiro, Alejandro Vázquez Galiñares, M. Inmaculada Paz Andrade, T. Carballas |
Place | Orlando (Florida) (Estados Unidos) |
Diagnóstico inteligente del índrome de apneas de sueño
XX Congreso Anual de la Sociedad Española de Ingeniería biomédica CASEIB¿2002
National
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Zaragoza (España) |
Sistema experto para Galicia: predicción del peligro de incendios forestales, gestion de recursos disponibles para la extinción y recuperación de suelos quemados
VI Congreso Nacional de Medio Ambiente (CONAVA VI)
National
Authors | Eulogio Jiménez Cuesta, Amparo Alonso-Betanzos, M. Inmaculada Paz Andrade, T. Caballas, Jose L. Legido, A. Vega, J.L. Casanova |
Place | Madrid (España) |
Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome
8 European Conference on Artificial Intelligence in Medicine (AIME¿01)
International
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Cascais (Portugal) |
The KNITTER System: KQML for Erlang
2001 & EASS 2001 Student Sessions in Multi-Agent Systems and Applications
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
Place | Praga (República Checa) |
A Methodologycal Approach to Validate the Intelligent Monitoring System Midas
International Conference: Neural Networks and Expert Systems in Medicine and HealthCare (NNESMED 2001)
International
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo, María Teresa Martín Egaña, Héctor Verea Hernando |
Place | Milos Island (Grecia) |
Symbolic, neural and neuro-fuzzy approaches for pattern recognition in cardiotocograms
7th European Congress on Intelligent Techniques. ESIT-2000
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero |
Place | Aachen (Alemania) |
An Artificial Intelligence approach to the monitoring of sleep apneas
11th Nordic- Baltic Conference on Biomedical Engineering
International
Authors | María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández Pereira, María Teresa Martín Egaña, Vicente Moret Bonillo |
Place | Tallinn (Estonia) |
A multi- resolution principal component analysis neural network for the detection of fetal heart rate patterns
European Congress on intelligent Techniques and Soft Computing/ EUFIT'99
International
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
Place | Aachen (Alemania) |
A new perspective for sleep apneas monitoring
World Multiconference on Systemics, Cybernetics and Informatics and 5th International Conference on Information Systems Analysis and Synthesis( SCI/ ISAS 99)
International
Authors | Mariano Javier Cabrero Canosa, Vicente Moret Bonillo, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández Pereira, María Teresa Martín Egaña, Héctor Verea Hernando |
Place | Orlando (Estados Unidos) |
Aplicación de diferentes algoritmos polinómicos al preprocesado de imágenes radiológicas
XVI Congreso Anual de la Sociedad Española de Ingenieria Biomédica
National
Authors | José Carlos Dafonte Vázquez, A. Castro Martínez, Bernardino Arcay Varela, Amparo Alonso-Betanzos |
Place | Valencia (España) |
Detection of fetal rate accelerations and decelerations using artificial neural networks
International Symposium on Neural Computation.NC`98
International
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández Chaves, José C. Príncipe |
Place | Viena (Austria) |
A neural network approach for the classifications of delerative cardiotocographic patterns in the CAFÉ project.
International Symposium on Neural Computation.NC`98
International
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández Chaves, M. Alvarez Seoane |
Place | Viena (Austria) |
A comparative analysis of the neonatal prognosis problem using artificial neural networks, statistical techniques and certainty
Proc. International Work-Conference on Artificial and Natural Neural Networks
International
Authors | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río |
Place | España |
Application of client-server architecture to intensive care monitoring
World Congress on Medical Physycs and Biomedical Engineering
International
Authors | Mariano Javier Cabrero Canosa, Vicente Moret Bonillo, Elena Hernández Pereira |
Place | Niza (Francia) |
A hybrid intelligent system for the pre-processing of fetal heart rate signals in antental testing
Proc. International Work-Conference on Artificial and Natural Neural Networks
International
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández Chaves |
Place | España |
A neural network approach for symbolic interpretation in critical care
Proc. International Work-Conference on Artificial and Natural Neural Networks
International
Authors | Vicente Moret Bonillo, Jorge Díaz Fernández, Elena Hernández Pereira |
Place | España |
Análise integrada de dados de sono num ambiente de neurofisiología clínica
V Reunión Científica de la Asociación Ibérica de Patología del Sueño
International
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa |
Place | España |
Computerized simulation of human walking on the sagittal plane
18th Ann. Int. Conference IEEE-EMBS
International
Authors | Amparo Alonso-Betanzos, María del Carmen Santa Cruz Roldán, N. Sánchez Maroño |
Place | Países Bajos |
A methodology for validating intelligent systems in critical care
18th Ann. Int. Conference IEEE-EMBS
International
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey |
Place | Países Bajos |
A neural networkmodel for diagnosis of critical patients receiving mechanical ventilation.
18th Ann. Int. Conference IEEE-EMBS
International
Authors | J. Díaz Fernández, A. Díaz Lamas, Vicente Moret Bonillo |
Place | Países Bajos |
An approach to validate intelligent monitoring systems in critical care.
10th Nordic Baltic Conference on Biomedical Engineering
International
Authors | Vicente Moret Bonillo |
Place | Finlandia |
Formal Validation of the intelligent monitoring systems PATRICIA
10th Nordic Baltic Conference on Biomedical Engineering
International
Authors | Vicente Moret Bonillo |
Place | Finlandia |
A methodology for the intelligent monitoring of apneas during sleep
BIOENGY96
International
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa, A. Martins da Silva, J.P. Silva Cunha, J.M. Oliveira, A.M. Tomé |
Integrated sleep analysis in a neurophysiology environment
BIOENGY96
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, J.M. Oliveira, Vicente Moret Bonillo, A.M. Tomé, J.P. Silva Cunha, A. Martins da Silva |
A hybrid intelligent-classical approach for the segmentation of digital images of burned patients
18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
International
Authors | Amparo Alonso-Betanzos, Bernardino Arcay Varela, D. Fernández Carreiras |
Place | Amsterdam (Países Bajos) |
DOI | https://doi.org/10.1109/iembs.1996.652705 |
Un sistema inteligente para la monitorización de apneas en sueño
V Reunión Científica de la Asociación Ibérica de Patología del Sueño
International
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa |
Place | España |
Presentación de un planificador asesor de terapias respiratorias basado en técnicas de ingeniería de conocimiento e inteligencia artificial
Feria Internacional Tecnológica TECNOVA-95
International
Authors | Mariano Javier Cabrero Canosa |
Place | España |
Sistema inteligente de monitorización en UCI
Feria tecnológica de Galicia, GALITRONICA-95
International
Authors | Eduardo Mosqueira-Rey, Vicente Moret Bonillo |
Place | España |
Sistema inteligente antenatal
Feria tecnológica de Galicia, GALITRONICA-95
International
Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Place | España |
Symbolic pre-processing and quantification of clinical parameters
V International Symposium on Biomedical Engineering
International
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
Organization | Asociación Española de Bioingeniería |
Place | Santiago de Compostela (España) |