Laboratorio de Investigación y Desarrollo en Inteligencia Artificial (LIDIA)

 Research group

General data

Coordinator Dr. María Amparo Alonso Betanzos
Catedrático de universidade
Register date 10/05/2005
Dept. assignment Computer Science
Center assignment Faculty of Computer Science
Internal code G00074

Contact

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
Email
Website  http://www.dc.fi.udc.es/lidia

Research scope

Research lines

Nuevos algoritmos de aprendizaje para redes neuronales

Nuevos algoritmos de aprendizaje para redes funcionales

Algoritmos para la reducción de la dimensión en redes neuronales y funcionales

Aplicaciones en ingeniería y en bioinformática de redes neuronales y funcionales. Sistemas híbridos

Sistemas multiagente para la detección de intrusos en redes

Validación y usabilidad de sistemas informáticos

Monitorización Inteligente

Ayuda al diagnóstico clínico

Informática biomédica

Sistemas multiagente en entornos de enseñanza y aprendizaxe

Keywords Aprendizaje; Redes Neuronales; Aprendizaje; redes funcionales; Reducción dimensión; Sistemas híbridos; monitorización; diagnóstico; predicción; Agentes inteligentes; detección de intrusos; Validación; usabilidad; evaluación; herramientas; Monitorización inteligente; alarmas; conocimiento; heurística; Ayuda a la decisión, sistemas expertos, apnea de sueño; diagnosis; Sistemas multiagente; perfilado de usuarios; aprendizaje electrónico (e-learning)

Technology offer

Services offered

El equipo de investigación tiene ya experiencia en el desarrollo de proyectos I+D de tipo aplicado en áreas tan diversas como la medicina o la gestión de incendios, para los que ha colaborado con entidades externas. En general, de las líneas de investigación descritas se desprende la capacidad del equipo para el desarrollo de aplicaciones de inteligencia artificial que modelen comportamientos expertos en tareas como la monitorización, el diagnóstico, la clasificación, o la gestión de procesos.

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

Group members

Dr. María Amparo Alonso Betanzos
Computational Science and Artificial Intelligence
Coordinador
Dr. Vicente Moret Bonillo
Computational Science and Artificial Intelligence
PDI
Dr. Berta M Guijarro Berdiñas
Computational Science and Artificial Intelligence
PDI
Dr. Mariano Javier Cabrero Canosa
Computational Science and Artificial Intelligence
PDI
Dr. Eduardo Mosqueira Rey
Computational Science and Artificial Intelligence
PDI
Dr. Elena María Hernández Pereira
Computational Science and Artificial Intelligence
PDI
Dr. Óscar Fontenla Romero
Computational Science and Artificial Intelligence
PDI
Dr. María Noelia Sánchez Maroño
Computational Science and Artificial Intelligence
PDI
Dr. Beatriz Pérez Sánchez
Computational Science and Artificial Intelligence
PDI
Dr. David Alonso Ríos
Computational Science and Artificial Intelligence
PDI
Dr. Verónica Bolón Canedo
Computational Science and Artificial Intelligence
PDI
Dr. Angel Fernandez Leal
PAS
Carlos Eiras Franco
Computational Science and Artificial Intelligence
Doctorando
Laura Morán Fernández
Computational Science and Artificial Intelligence
PDI
Borja Seijo Pardo
Computational Science and Artificial Intelligence
Doctorando
Isaac Daniel Fernández Varela
Computational Science and Artificial Intelligence
Contratado Predoctoral
Dr. David Martínez Rego
C1 - Doctores de otras instituciones
Dr. Diego Álvarez Estévez
C1 - Doctores de otras instituciones
Dr. Brais Cancela Barizo
Computational Science and Artificial Intelligence
Contratado Postdoctoral
Jorge Novo Meira
Doctorando
Dr. Diego Peteiro Barral
Computational Science and Artificial Intelligence
C1 - Doctores de otras instituciones

Research results

You can browse the catalog by selecting a merit type and year.

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
Dates From 01/01/2016 to 31/12/2019

Airport Pavement Index Assessment (APIA)

Funding entity Centro para el Desarrollo Tecnológico e Industrial (CDTI)
Main researches Óscar Fontenla Romero y Noelia Barreira Rodríguez
Dates From 30/06/2015 to 31/12/2017

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
Dates From 01/01/2015 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
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
Dates From 01/01/2014 to 31/12/2015

Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)

Funding entity Xunta de Galicia
Main researches Bertha Guijarro Berdiñas
Dates From 01/01/2012 to 31/12/2013

Axuda para a consolidación e estructuración de unidades de investigación competitivas do SUG. Agrupación estratéxica CITIC

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Bertha Guijarro Berdiñas
Dates From 01/01/2012 to 31/12/2013

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)
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

Funding entity Comisión Interministerial de Ciencia y Tecnología (CICYT)
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
Dates From 24/10/2003 to 23/10/2006

Diseño, desarrollo, implementación y prueba de una herramienta para la validación y análisis de usabilidad de sistemas inteligentes

Dates From 28/12/2001 to 28/12/2004

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)
Dates From 15/10/2001 to 15/12/2001

ASPECTOS TEMPORALES DE LA MONITORIZACIÓN INTELIGENTE DEL SÍNDROME DE APNEA EN SUEÑO

Funding entity Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico
Dates From 20/07/2001 to 20/07/2004

Cooperación de técnicas de Inteligencia Artificial en un Sistema de Telemonitorización antenatal. TELEMACO

Funding entity Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico
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
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.

Dates From 06/05/1999 to 06/05/2000

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
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
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)
Dates From 01/08/1996 to 31/07/1999

ACUERDO CON LA NATIONAL LIBRARY OF MEDICINE

Funding entity NACIONAL LIBRARY OF MEDICINE
Dates From 08/05/1994 to 01/01/1995

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
Dates From 13/01/1993 to 13/01/1994

MIASOFT

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Vicente Moret Bonillo, Angel Fernández Leal, Mariano Javier Cabrero Canosa, Eduardo Mosqueira Rey, Elena Maria Hernandez Pereira, Diego Álvarez Estévez
Application date 08/10/2010

NST-EXPERT: Un sistema experto para el diagnóstico antenatal

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Berta M. Guijarro Berdiñas, María 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 Maria 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

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

A Systematic and Generalizable Approach to the Heuristic Evaluation of User Interfaces

Authors David Alonso Rios, Eduardo Mosqueira Rey, Vicente Moret Bonillo
Journal INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

An incremental non-iterative learning method for one-layer feedforward neural networks

Authors Óscar Fontenla Romero, Beatriz Pérez Sánchez, Berta M. Guijarro Berdiñas
Journal Applied Soft Computing
DOI https://doi.org/10.1016/j.asoc.2017.07.061

On the use of feature selection to improve the detection of sea oil spills in SAR images

Authors A. Alonso-Betanzos, Verónica Bolón Canedo
Journal COMPUTERS & GEOSCIENCES Vol. 100 Num. 100 (pages 166 to 178)

A Systematic Approach to API Usability: Taxonomy-derived Criteria and a Case Study

Authors Eduardo Mosqueira Rey, David Alonso Rios, Vicente Moret Bonillo, Isaac Fernández Varela, Diego Álvarez Estévez
Journal INFORMATION AND SOFTWARE TECHNOLOGY

An Information Theoretic feature selection framework for Big Data under Apache Spark.

Authors A. Alonso-Betanzos, Verónica Bolón Canedo, David Martínez Rego
Journal IEEE Transactions on Systems, Man, and Cybernetics: Systems
DOI https://doi.org/10.1109/tsmc.2017.2670926

One-class convex hull-based algorithm for classification in distributed environments

Authors Diego Fernández-Francos, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. PP Num. 99 (pages 1 to 11)
DOI https://doi.org/10.1109/tsmc.2017.2771341

Testing different ensemble configurations for feature selection

Authors Borja Seijo Pardo, Verónica Bolón Canedo, María 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

Testing different ensemble con gurations for feature selection

Authors María Amparo Alonso Betanzos, Verónica Bolón Canedo, Borja Seijo Pardo
Journal NEURAL PROCESSING LETTERS

On the use of different base classi ers in multiclass problems

Authors María Amparo Alonso Betanzos, Verónica Bolón Canedo, Laura Morán Fernández
Journal PROGRESS IN ARTIFICIAL INTELLIGENCE

On the use of different base classifiers in multiclass problems

Authors Laura Morán Fernández, Verónica Bolón Canedo, María 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

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

Content-based methods in peer assessment of open-response questions to grade students as authors and as graders.

Authors María Amparo Alonso Betanzos
Journal Knowledge-Based Systems (pages 79 to 87)
DOI https://doi.org/10.1016/j.knosys.2016.06.024

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

Centralized vs. distributed feature selection methods based on data complexity measures

Authors Laura Morán Fernández, Verónica Bolón Canedo, María Amparo Alonso Betanzos
Journal Knowledge-Based Systems Vol. 117 (pages 27 to 45)
DOI https://doi.org/10.1016/j.knosys.2016.09.022

Volume, Variety and Velocity in Data Science. Editorial Special Issue.

Authors A. Alonso-Betanzos, Óscar Fontenla Romero, Noelia Sánchez Maroño
Journal Knowledge-Based Systems Vol. 117 (pages 1 to 2)

A SIMPLE AND ROBUST METHOD FOR THE AUTOMATIC SCORING OF EEG AROUSALS IN POLYSOMNOGRAPHIC RECORDINGS

Authors Vicente Moret-Bonillo, Iaac Fernández Varela, Diego Álvarez Estévez, Elena Maria Hernandez Pereira
Journal COMPUTERS IN BIOLOGY AND MEDICINE Vol. 87 (pages 77 to 86)

LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks

Authors Óscar Fontenla Romero, Beatriz Pérez Sánchez, Berta M. Guijarro Berdiñas
Journal IEEE Transactions on Neural Networks and Learning Systems Vol. PP Num. 99 (pages 1 to 6)
DOI https://doi.org/10.1109/tnnls.2017.2738118

COMBINING MACHINE LEARNING MODELS FOR THE AUTOMATIC DETECTION OF EEG AROUSALS

Authors V. Moret-Bonillo, Iaac Fernández Varela, Elena Maria Hernandez Pereira, Diego Álvarez Estévez
Journal Neurocomputing Vol. 268 (pages 100 to 108)

Fault detection via Recurrence Time statistics and one class classi cation

Authors María Amparo Alonso Betanzos, Óscar Fontenla Romero, David Martínez Rego
Journal PATTERN RECOGNITION LETTERS Vol. 84 (pages 8 to 14)

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

Fault Detection Via Recurrence Time Statistics and One Class Classification

Authors David Martínez Rego, Óscar Fontenla Romero, A. Alonso-Betanzos, José C. Príncipe
Journal PATTERN RECOGNITION LETTERS Vol. 84 (pages 8 to 14)
DOI https://doi.org/10.1016/j.patrec.2016.07.019

A comparison of performance of K-complex classifi cation methods using feature selection

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Verónica Bolón Canedo, Noelia Sánchez Maroño, Elena Maria Hernandez Pereira
Journal INFORMATION SCIENCES Vol. 328 (pages 1 to 14)
DOI https://doi.org/10.1016/j.ins.2015.08.022

A uni ed pipeline for online feature selection and classi cation.

Authors María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Noelia Sánchez Maroño, Diego Fernández Francos
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 55 (pages 532 to 545)

A unified pipeline for online feature selection and classification

Authors Verónica Bolón Canedo, Diego Fernández Francos, Diego Peteiro Barral, A. Alonso-Betanzos, Berta M. 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, María 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

Can classification performance be predicted by complexity measures? A study using microarray data

Authors Laura Morán Fernández, Verónica Bolón Canedo, María 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

Data Discretization: Taxonomy and Big Data Challenge.

Authors María Amparo Alonso Betanzos, David Martínez Rego, Verónica Bolón Canedo
Journal WIREs : Data Mining and Knowledge Discovery Vol. 6 Num. 1 (pages 5 to 21)
DOI https://doi.org/10.1002/widm.1173

Ensemble feature selection: Homogeneous and heterogeneous approaches

Authors María Amparo Alonso Betanzos, Borja Seijo Pardo, Verónica Bolón Canedo
Journal Knowledge-Based Systems (pages 124 to 139)
DOI https://doi.org/10.1016/j.knosys.2016.11.017

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

Testing scenarios to achieve workplace sustainability goals using backcasting and agent-based modeling

Authors María Amparo Alonso Betanzos, Noelia Sánchez Maroño, Óscar Fontenla Romero
Journal ENVIRONMENT AND BEHAVIOR (pages 1 to 31)
DOI https://doi.org/10.1177/0013916516673869

Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea¿Hypopnea Syndrome

Authors Diego Álvarez-Estévez, Vicente Moret-Bonillo
Journal COMPUTERS IN BIOLOGY AND MEDICINE Vol. 71 (pages 14 to 23)

Real-time tear lm classi cation through cost-based feature selection.

Authors María Amparo Alonso Betanzos, Verónica Bolón Canedo, Noelia Sánchez Maroño
Journal Lectures Notes in Computer Science Vol. 9420 (pages 78 to 98)

Multithreaded and Spark parallelization of feature selection fi lters

Authors María Amparo Alonso Betanzos, Carlos Eiras Franco
Journal Journal of Computational Science
DOI https://doi.org/10.1016/j.jocs.2016.07.002

Multithreaded and Spark Parallelization of Feature Selection Filters

Authors Carlos Eiras Franco, Verónica Bolón Canedo, Sabela Ramos Garea, Jorge González Domínguez, María Amparo Alonso Betanzos, Juan Touriño Domínguez
Journal Journal of Computational Science Vol. 17 (pages 609 to 619)

Fast-mRMR: Fast minimum Redundancy Maximum Relevance algorithm for high-dimensional Big Data.

Authors María Amparo Alonso Betanzos, Verónica Bolón Canedo, David Martínez Rego
Journal INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (pages 1 to 19)

Distributed feature selection: An application to microarray data classification

Authors Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Journal Applied Soft Computing

Computer-Assisted Diagnosis of the Sleep Apnea-Hypopnea Syndrome: A Review

Authors Diego Álvarez-Estévez, Vicente Moret-Bonillo
Journal Sleep Disorders Vol. 2015 Num. ID 237878 (pages 1 to 33)
DOI https://doi.org/10.1155/2015/237878

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)

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

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

Automatic classification of respiratory patterns involving missing data imputation techniques

Authors Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
Journal Biosystems Engineering Vol. 138 (pages 65 to 76)
DOI https://doi.org/10.1016/j.biosystemseng.2015.06.011

AEPIA: Spanish Association for Arti cial Intelligence

Authors María Amparo Alonso Betanzos
Journal MATHWARE AND SOFT COMPUTING Vol. 22 Num. 2 (pages 11 to 14)

A factorization approach to evaluate open-response assignments in MOOCS using preference learning on peer assessments

Authors O. 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

Distributed one-class support vector machine

Authors Enrique Castillo, Diego Peteiro Barral, Berta M. Guijarro Berdiñas, Óscar Fontenla Romero
Journal International Journal of Neural Systems Vol. 25 Num. 7 (pages 1550029/1 to 1550029/17)

Exploring guidelines for classi cation of major heart failure subtypes by using Machine Learning

Authors María 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

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)

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

A review of microarray datasets and applied feature selection methods

Authors Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, J.M. Benítez, F. Herrera
Journal INFORMATION SCIENCES Vol. 282 (pages 111 to 135)

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, J.M. Benítez, F. Herrera
Journal INFORMATION SCIENCES Vol. 282 (pages 111 to 135)

An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization

Authors Noelia Sánchez Maroño, María Amparo Alonso Betanzos, Óscar Fontenla Romero, Carlota Brinquis-Nuñez, Gary Polhill, Tony Craig, Adina Dumitru, Ricardo García Mira
Journal NEURAL PROCESSING LETTERS (pages 89 to 118)
DOI https://doi.org/10.1007/s11063-014-9390-5

Multiple human tracking system for unpredictable trajectories

Authors Brais Cancela Barizo, 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 Taxonomy-based Usability Study of an Intelligent Speed Adaptation Device

Authors David Alonso Rios, 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

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 Maria Hernandez Pereira
Journal The Open Medical Informatics Journal Vol. 8 (pages 1 to 19)
DOI https://doi.org/10.2174/1874431101408010001

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)

Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks

Authors José Luis Calvo-Rolle, Óscar Fontenla Romero, Beatriz Pérez Sánchez, Berta M. Guijarro Berdiñas
Journal INFORMATICA Vol. 25 Num. 3 (pages 401 to 414)

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

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

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. 4 Num. 8 (pages 2807 to 2816)

A Comparative Study of the Scalability of a Sensitivity-Based Learning Algorithm for Artificial Neural Networks

Authors Diego Peteiro Barral, Berta M. 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)

A Method for the Automatic Analysis of the Sleep Macrostructure in Continuum

Authors Diego Álvarez Estévez, José María Fernández Pastoriza, Elena Maria 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

Automatic Bearing Fault Diagnosis Based on One-Class nu-SVM

Authors David Martínez Rego, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal COMPUTERS & INDUSTRIAL ENGINEERING Vol. 64 Num. 1 (pages 357 to 365)

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)

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)

Non linear Single Layer Neural Network training algorithm for incremental, non stationary and distributed learning scenarios

Authors David Martínez Rego, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal PATTERN RECOGNITION Vol. 45 Num. 12 (pages 4536 to 4546)

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

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)

Automatic processing of audiometry sequences for objective screening of hearing loss

Authors A. Fernández, M Ortega, Brais Cancela Barizo, M G Penedo, C. Vázquez, L.M. Gigirey
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 39 (pages 12683 to 12696)

A Mixture of Experts for Classifying Sleep Apneas

Authors Berta M. Guijarro Berdiñas, Elena Maria 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

Information Theoretic Learning and Local Modeling for Binary and Multiclass Classification

Authors Iago Porto Díaz, David Martínez Rego, María Amparo Alonso Betanzos, Óscar Fontenla Romero
Journal PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 1 Num. 4 (pages 315 to 328)

Information Theoretic Learning and local modelling for binary and multiclass classi cation

Authors María 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

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)

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)

A study of performance on microarray data sets for a classifier based on information theoretic learning

Authors Iago Porto Díaz, Verónica Bolon Canedo, María Amparo Alonso Betanzos, Óscar Fontenla Romero
Journal NEURAL NETWORKS Vol. 24 Num. 8 (pages 888 to 896)

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)

Efficiency of local models ensembles for time series prediction

Authors David Martínez Rego, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 6 (pages 6884 to 6894)

Reducing dimensionality in a database of sleep EEG arousals

Authors Diego Alvarez Estevez, Noelia Sánchez Maroño, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 6 (pages 7746 to 7754)

Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset

Authors Verónica Bolón Canedo, Noelia Sánchez Maroño, María Amparo Alonso Betanzos
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 5 (pages 5947 to 5957)

Combining functional networks and sensitivity analysis as wrapper method for feature selection

Authors Noelia Sánchez Maroño, María 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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Noelia Sánchez Maroño
Journal Lecture Notes in Computer Science Vol. 7023 (pages 84 to 93)

On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data

Authors Diego Peteiro Barral, Berta M. Guijarro Berdiñas, Beatriz Pérez Sánchez
Journal Lecture Notes in Computer Science Vol. 7023 (pages 114 to 123)

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)

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, María Amparo Alonso Betanzos
Journal 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (pages 511 to 518)

On the Behavior of Feature Selection Methods Dealing with Noise and Relevance over Synthetic Scenarios

Authors Noelia Sánchez Maroño, María Amparo Alonso Betanzos, Verónica Bolón Canedo
Journal 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (pages 1530 to 1537)

A robust incremental learning method for non-stationary environments

Authors David Martínez Rego, Beatriz Pérez Sánchez, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal Neurocomputing Vol. 74 Num. 11 (pages 1800 to 1808)

Electrical Distribution Grid Visualization using Programmable GPUs

Authors Javier Novo Rodríguez, Mariano Javier Cabrero Canosa, Elena Maria Hernandez Pereira
Journal Electrical Engineering/Electronics Computer Telecommunications and Information Technology (ECTI-CON) Vol. 5 Num. 1 (pages 31 to 38)

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)

A New Convex Objective Function for the Supervised Learning of Single-Layer Neural Networks

Authors Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, Beatriz Pérez Sánchez, María Amparo Alonso Betanzos
Journal PATTERN RECOGNITION Vol. 43 Num. 5 (pages 1984 to 1992)

Usability: A Critical Analisis and a Taxonomy

Authors David Alonso Rios, Ana Vázquez García, Eduardo Mosqueira Rey, Vicente Moret Bonillo
Journal INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION Vol. 26 Num. 1 (pages 53 to 74)

Multimedia Elements in a Hybrid Multi-Agent System for the Analysis of Web Usability

Authors Eduardo Mosqueira Rey, Belén Baldonedo del Río, David Alonso Rios, 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

Classifying Sleep Apneas Using Neural Networks and a Combination of Experts

Authors Berta M. Guijarro Berdiñas, Elena Maria Hernandez Pereira, Diego Peteiro Barral
Journal Lecture Notes in Computer Science Vol. 5988 (pages 271 to 280)

A Context-of-Use Taxonomy for Usability Studies

Authors David Alonso Rios, Ana Vázquez García, Eduardo Mosqueira Rey, Vicente Moret Bonillo
Journal INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION Vol. 26 Num. 10 (pages 941 to 970)

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 Maria Hernandez Pereira, Juan Antonio Suárez Romero, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 36 Num. 7 (pages 10612 to 10617)

A Snort-based agent for a JADE multi-agent intrusion detection system

Authors Eduardo Mosqueira Rey, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, David Alonso Rios, J. Lago Piñeiro
Journal INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION AND DATABASE Vol. 3 Num. 1 (pages 107 to 121)

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, Mario Francisco Fernández, R. Cao, María Amparo Alonso Betanzos, Óscar Fontenla Romero
Journal WEED RESEARCH Vol. 48 Num. 1 (pages 28 to 37)

Functional network topology learning and sensitivity analysis based on ANOVA decomposition

Authors Enrique Ron Castillo, Noelia Sánchez Maroño, María 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, María Amparo Alonso Betanzos
Journal Lecture Notes in Computer Science Vol. 4881 (pages 168 to 177)

A Fast Semi-Linear Backpropagation Learning Algorithm

Authors Berta M. 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)

A Linear Learning method for Multilayer Perceptrons using Least-Squares

Authors Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, Paula Fraguela Vidal
Journal Lecture Notes in Computer Science Vol. 4881 (pages 365 to 374)

A misuse detection agent for intrusion detection in a multiagent architecture.

Authors Eduardo Mosqueira Rey, María Amparo Alonso Betanzos, Belén Baldonedo del Río, Jesús Lago Piñeiro
Journal Lecture Notes in Computer Science Vol. 4496 (pages 466 to 475)

An improved version of the wrapper feature selection method based on functional decomposition

Authors Noelia Sánchez Maroño, María Amparo Alonso Betanzos, Beatriz Pérez Sánchez
Journal Lecture Notes in Computer Science Vol. 4669 Num. 2 (pages 240 to 249)

Feature selection based on sensitivity analysis

Authors Noelia Sánchez Maroño, María Amparo Alonso Betanzos
Journal Lecture Notes in Computer Science Vol. 4788 (pages 239 to 248)

Filter methods for feature selection. A comparative study

Authors Noelia Sánchez Maroño, María Amparo Alonso Betanzos, María Tombilla Sanromán
Journal Lecture Notes in Computer Science Vol. 4881 (pages 178 to 187)

A very fast learning method for neural networks based on sensitivity analysis

Authors Enrique Castillo Ron, Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal JOURNAL OF MACHINE LEARNING RESEARCH Vol. 7 (pages 1159 to 1182)

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 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)

A Fast Classification Algorithm Based on Local Models

Authors Sabela Platero Santos, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal Lecture Notes in Computer Science Vol. 4224 (pages 249 to 256)

Functional Networks and Analysis of Variance for Feature Selection

Authors Noelia Sánchez Maroño, María Caamaño Fernández, Enrique Castillo Ron, María Amparo Alonso Betanzos
Journal Lecture Notes in Computer Science Vol. 4224 (pages 1031 to 1038)

A new method for sleep apnea classification using wavelets and feedforward neural networks

Authors Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Journal ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 34 Num. 1 (pages 65 to 76)

Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response

Authors Deniz Erdogmus, Óscar Fontenla Romero, José C. Príncipe, María Amparo Alonso Betanzos, Enrique Castillo
Journal IEEE TRANSACTIONS ON NEURAL NETWORKS Vol. 16 Num. 2 (pages 325 to 337)

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)

Modelling engineering problems using Dimensional Analysis for feature extraction.

Authors Noelia Sánchez Maroño, Óscar Fontenla Romero, Enrique Castillo, María Amparo Alonso Betanzos
Journal Lecture Notes in Computer Science Vol. 3697 (pages 949 to 954)

A Measure of fault tolerance for functional networks

Authors Óscar Fontenla Romero, Enrique Castillo Ron, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Journal Neurocomputing Vol. 62 (pages 327 to 347)

Intelligent diagnosis of sleep apnea syndrome

Authors Mariano Javier Cabrero Canosa, Elena Maria Hernandez Pereira, Vicente Moret Bonillo
Journal IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE Vol. 23 Num. 2 (pages 72 to 81)

Recovering Missing Data with Functional and Bayesian Networks

Authors Enrique Castillo, Noelia Sánchez Maroño, María Amparo Alonso Betanzos, Carmen Castillo
Journal Lecture Notes in Computer Science Vol. 2687 (pages 489 to 496)

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)

A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function

Authors Juan Antonio Suárez Romero, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos
Journal Lecture Notes in Computer Science Vol. 2686 (pages 270 to 277)

An intelligent system for forest fire risk prediction and fire fighting management in Galicia

Authors María Amparo Alonso Betanzos, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, Elena Maria 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 Maria Hernandez Pereira, Vicente Moret Bonillo, Maite Martín Egaña, Héctor Verea Hernando
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 24 Num. 4 (pages 335 to 349)

Linear Least-Squares Based Methods for Neural Networks Learning

Authors Óscar Fontenla Romero, Deniz Erdogmus, J. C. Principe, María Amparo Alonso Betanzos, Enrique Castillo
Journal Lecture Notes in Computer Science Vol. 2714 (pages 84 to 91)

A Bayesian Neural Network Approach for Sleep Apnea Classification

Authors Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Ana del Rocío Fraga Iglesias, Vicente Moret Bonillo
Journal Lecture Notes in Computer Science Vol. 2780 (pages 284 to 293)

A global optimum approach for one laye neural neworks

Authors Berta M. Guijarro Berdiñas, María 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 Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos
Journal ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 24 Num. 1 (pages 71 to 96)

Intelligent analysis and pattern recognition in cardiotocographic signal using a tightly coupled hybrid system

Authors Berta M. Guijarro Berdiñas, María 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 María Amparo Alonso Betanzos, Berta M. 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)

An auto-learning system for the classification of heart rate deceleration patterns

Authors Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Óscar Fontenla Romero, N. Sánchez Maroño
Journal Lecture Notes in Computer Science Vol. 2085 Num. - (pages 393 to 400)

A measure of noise immunitity for functional networks

Authors Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos
Journal Lecture Notes in Computer Science Vol. 2084 Num. - (pages 293 to 300)

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 Maria 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, Berta M. Guijarro Berdiñas, María 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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Journal IEEE TRANSACTIONS ON NEURAL NETWORKS Vol. 12 Num. 5 (pages 1188 to 1195)

Analysis and evaluation of hard and fuzzy clustering segmentation techniques in burned patient images

Authors María Amparo Alonso Betanzos, Bernardino Arcay Varela, Alfonso Castro Martínez
Journal IMAGE AND VISION COMPUTING Vol. 18 Num. 13 (pages 1045 to 1054)

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)

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)

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, María 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, María 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 María 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)

EECB: A Knowledge Elicitation Tool Based on Repertory Grid and city block metric

Authors José R. Panamá Gabía, Miguel R. Penabad, Nieves Rodríguez Brisaboa, María 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)

Information analysis and validation of intelligent monitoring systems in ICUs

Authors Vicente Moret Bonillo, Eduardo Mosqueira Rey, María Amparo Alonso Betanzos
Journal IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE Vol. 1 Num. 2 (pages 87 to 99)

Developing and electrical distribution monitoring system

Authors María del Carmen Santa Cruz Roldán, María Amparo Alonso Betanzos, Juan Arias Rodríguez
Journal IEEE COMPUTER APPLICATIONS IN POWER Vol. 10 Num. 1 (pages 36 to 42)

A comparative analysis of the neonatal prognosis problem using artificial neural networks, statistical techniques and certainty management techniques

Authors María Amparo Alonso Betanzos, Eduardo Mosqueira Rey, Belén Baldonedo del Río
Journal Lecture Notes in Computer Science Vol. 1240 Num. - (pages 995 to 1004)

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)

A hybrid intelligent system for the pre-processing of fetal heart rate signals in antenatal testing

Authors Berta M. Guijarro Berdiñas, María 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)

Un sistema inteligente para la monitorización de apneas en sueño

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. 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)

An approach to validate intelligent monitoring systems in critical care.

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Eduardo Mosqueira Rey
Journal MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Vol. 34 Num. - (pages 403 to 404)

An expert system approach to antenatal assesment

Authors María Amparo Alonso Betanzos, Berta M. 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)

Análise integrada de dados de sono num ambiente de neurofisiología clínica

Authors Mariano Javier Cabrero Canosa, María Amparo Alonso Betanzos, Berta M. 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)

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)

Automated analog to digital conversion of graphical cardiotocographic records

Authors María 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 María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Vicente Moret Bonillo, S. López González
Journal ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 7 Num. 4 (pages 297 to 314)

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, María Amparo Alonso Betanzos, Mariano Javier Cabrero Canosa, Berta M. 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 María Amparo Alonso Betanzos, Berta M. 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, María Amparo Alonso Betanzos, Mariano Javier Cabrero Canosa, Berta M. Guijarro Berdiñas, Eduardo Mosqueira Rey
Publishing UDC, Coruña, A (España)
ISBN 84-95322-56-0

Tecnologías de la Información y las Comunicaciones

Authors Bernardino Arcay Varela, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Publishing Instituto Tecnológico de Galicia y Xunta de Galicia, (España)
ISBN 84-84973-13-7

Fundamentos de Inteligencia Artificial

Authors Vicente Moret Bonillo, María Amparo Alonso Betanzos
Publishing Serv. Publicaciones Univ. La Coruña, (España)
ISBN 84-89694-68-0

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 García,Brais Cancela Barizo,Ana González López
Book Image Analysis and Modeling in Ophthalmology
Publishing: CRC Press.
ISBN: 9781466559301
Pages From 118 to 128

Web-based Multimedia Tools for Monitoring and E-learning

Authors Francisco Javier Bellas Bouza,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 Rios,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,Berta M. 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,María 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 Berta M. 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 Maria 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,Berta M. Guijarro Berdiñas,María 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,María 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

Computational learning algorithms for large-scale datasets

Autor 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

Autor 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

Autor 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

Autor 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

Autor David Alonso Ríos
Director/s Vicente Moret Bonillo; Eduardo Mosqueira Rey
Scope Computación
Qualification Sobresaliente

Novel feature selection methods for high dimensional data

Autor 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.

Autor David Martínez Rego
Director/s María Amparo Alonso Betanzos; Óscar Fontenla Romero
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

Autor 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

Autor 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

Autor 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

Autor 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

Autor 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

Autor 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

Autor 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.

Autor Elena Hernández Pereira
Director/s Vicente Moret Bonillo
Scope Computación
Qualification MH

Alarmas Inteligentes en Unidades de Cuidados Intensivos basadas en Redes Neuronales

Autor 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

Autor 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

Autor 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

Autor Berta M. Guijarro Berdiñas
Director/s María Amparo Alonso Betanzos
Scope Computación
Qualification Sobresaliente Cum Laude

Paralelización de algoritmos de selección de características en la plataforma Weka
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International

Authors María Amparo Alonso Betanzos, Carlos Eiras Franco, Verónica Bolón Canedo, Jaime Rodríguez González, J. Touriño
Place Albacete (España)

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, María Amparo Alonso Betanzos
Place Brujas (Bélgica)

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, María Amparo Alonso Betanzos
Place Brujas (Bélgica)

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, Ricardo García Mira
Organization The International Environmental Modelling & Software Society
Place San Diego, CA (Estados Unidos)

Influence of internal values and social networks for achieving sustainable organizations
21st European Conference on Artificial Intelligence (ECAI'2014)
International

Authors Noelia Sanchez Maroño, María Amparo Alonso Betanzos, O. Fontenla Romero, Carlota Brinquis-Nuñez, Gary Polhill, T. Craig
Place Praga (República Checa)

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, María Amparo Alonso Betanzos
Organization Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place Angers (Francia)

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, María Amparo Alonso Betanzos, Pablo García González, Verónica Bolón Canedo
Place Barcelona (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)

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, María Amparo Alonso Betanzos
Place Barcelona (España)

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, Berta M. Guijarro Berdiñas
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)

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)

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 Rios, Eduardo Rodríguez Poch, Diego Prado Gesto
Place Valencia (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)

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)

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, María Amparo Alonso Betanzos, Elena Maria Hernandez Pereira
Place Innsbruck (Austria)

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, María 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, María Amparo Alonso Betanzos, Óscar Fontenla Romero
Place Salónica (Grecia)

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, María Amparo Alonso Betanzos
Place Cardiff (Reino Unido)

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 Berta M. Guijarro Berdiñas, Santiago Fernández Lorenzo, Noelia Sánchez Maroño, Óscar Fontenla Romero
Place Salónica (Grecia)

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)

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 Rios, Eduardo Rodríguez Poch, Diego Prado Gesto
Place 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 Maria Hernandez Pereira, Javier Novo Rodríguez
Place Chaing Mai (Tailandia)

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 Berta M. Guijarro Berdiñas, David Martínez Rego, Santiago Fernández Lorenzo
Organization UNIVERSIDAD DE SALAMANCA
Place Salamanca (España)

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, Berta M. Guijarro Berdiñas
Place Salamanca (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, María Amparo Alonso Betanzos, Rosa M. Calvo Estévez
Place Salamanca (España)

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 Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Silvia López López, Santiago Fernández Lorenzo, David Alonso Rios
Organization Universidad de Salamanca
Place Salamanca (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)

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 Berta M. Guijarro Berdiñas, Elena Maria Hernandez Pereira, Diego Peteiro Barral
Place Sevilla (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, Berta M. Guijarro Berdiñas
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, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Place Sevilla (España)

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 Rios, Eduardo Rodríguez Poch, J.R. Vizoso Hermida, J.R Vázquez Sánchez, F.J. González Enríquez, D. Rimada Mora
Place Bilbao (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)

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 Rios, Vicente Moret Bonillo
Place San Antonio (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, María Amparo Alonso Betanzos
Place Atlanta (Estados Unidos)

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, María 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 Rios, Enrique Soto Martínez
Place Innsbruck (Austria)

An HTML analyzer for the study of web usability.
IEEE SMC¿09, IEEE International Conference Systems, Man and Cybernetics
International

Authors David Alonso Rios, 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)

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, María Amparo Alonso Betanzos
Place Limassol (Chipre)

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 Rios, Enrique Soto Martínez
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, María Amparo Alonso Betanzos, María Tombilla Sanromán
Place España

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 Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, María Amparo Alonso Betanzos
Place Bruxas (Países Bajos)

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)

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, María Amparo Alonso Betanzos, Manuel Vilaboy Jarel, Alberto Bouza Durán
Place España

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, María Amparo Alonso Betanzos
Place Bruxas (Países Bajos)

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

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, Mario Francisco Fernández, R. Cao, María Amparo Alonso Betanzos, Óscar Fontenla Romero
Place Albacete (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, Berta M. Guijarro Berdiñas
Place Salamanca (España)

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 Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos
Place Teruel (España)

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 Francisco Javier Bellas Bouza, María 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 Mario Francisco Fernández, R. Cao, Óscar Fontenla Romero, María Amparo Alonso Betanzos, F. López Granados, J.M. Peña Barragán, M. Jurado Expósito
Place Valladolid (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 Maria Hernandez Pereira, Angel Fernández Leal
Place Zaragoza (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 Rios, Ana Vazquez Garcia, Vicente Moret Bonillo
Place Zaragoza (España)

An amplitude signal based technique for hypopneas detection
11th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 07)
International

Authors Elena Maria Hernandez Pereira, Beatriz Fernández Rey, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo
Place 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 Rios, Ana Vazquez Garcia, Belen Baldonedo del Río, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Place Lisboa (Portugal)

Classification of computer intrusions using functional networks. A comparative study
ESANN 2007, 15 th. European Symposium on Artificial Neural Networks
International

Authors María Amparo Alonso Betanzos, Noelia Sánchez Maroño, F. M. Carballal Fortes, Juan Suárez Romero, Beatriz Pérez Sánchez
Place Brujas (Países Bajos)

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)

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, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos
Place Espoo (Finlandia)

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)

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 Rios, Ana Vazquez Garcia, Belén Baldonedo del Río, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Place Patras (Grecia)

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 Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, María Amparo Alonso Betanzos
Place Ciudad Real (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 Maria Hernandez Pereira, Óscar Fontenla Romero
Place Bilbao (España)

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, Francisco Javier Bellas Bouza
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, María Amparo Alonso Betanzos, Marcos Villares Souto
Place Bilbao (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

Detecting hypopneas using advanced techniques of signal processing
ESBME 2006, 5th European Symposium on Biomedical Engineering
International

Authors María Amparo Alonso Betanzos, Mariano Javier Cabrero Canosa, Beatriz Fernández Rey, Elena Maria Hernandez Pereira, Vicente Moret Bonillo
Place Patras, Ellas (Grecia)

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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Place Dublin (Irlanda)

Support vector machines for the classification of sleep apneas
ESBME 2006, 5th European Symposium on Biomedical Engineering
International

Authors Elena Maria Hernandez Pereira, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Place Patras, Ellas (Grecia)

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)

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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Place Hong Kong (China)

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)

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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Noelia Sánchez Maroño, Juan Antonio Suárez Romero
Place Santiago de Compostela (España)

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 Maria Hernandez Pereira
Place Villaviciosa de Odón (España)

A new wrapper method for feature subset selection
ESANN 2005. European Symposium on Artificial Neural Networks
International

Authors Noelia Sánchez Maroño, María Amparo Alonso Betanzos, Enrique Castillo
Place Brujas (Países Bajos)

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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Cristina Durán Sanlés
Place Compiegne (Francia)

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)

Shear strength prediction using dimensional analysis and functional networks
EUROPEAN SYMPOSIUM ON ARTIFICIAL NEURAL NETWORKS (ESANN 2004)
International

Authors María Amparo Alonso Betanzos, Enrique Castillo Ron, Óscar Fontenla Romero, Noelia Sánchez Maroño
Place Brujas (Bélgica)

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)

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)

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, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Ana del Rocío Fraga Iglesias, Vicente Moret Bonillo
Place Mérida (España)

Un enfoque metodológico para la docencia en Ingeniería del Conocimiento.
IX Jornadas de Enseñanza Universitaria de la Informática. JENUI2003
National

Authors María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Adolfo Lozano Tello
Place Cádiz (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 Maria Hernandez Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo
Place Coruña, A (España)

Una red de neuronas con aprendizaje incremental para la clasificación de patrones fetales
IX Conferencia Española de Biometría
National

Authors María Amparo Alonso Betanzos, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas
Place Coruña, A (España)

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)

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, María Amparo Alonso Betanzos
Place Brujas (Bélgica)

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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Place Brujas (Bélgica)

Accurate Initialization of Neural Network Weights by Backpropagation of the Desired Response
International Joint Conference on Neural Networks. IJCNN2003
International

Authors María Amparo Alonso Betanzos, Deniz Erdogmus, Óscar Fontenla Romero, José C. Principe, Enrique Castillo, Robert Jenssen
Place Portland, Oregon (Estados Unidos)

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, María 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 Maria Hernandez Pereira
Place 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, María Amparo Alonso Betanzos, M. Inmaculada Paz Andrade, T. Caballas, Jose Luis Legido Soto, A. Vega, J.L. Casanova
Place Madrid (España)

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 Maria Hernandez Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo, Noemí Carrillo Rozas
Place Zaragoza (España)

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 Maria Hernandez Pereira, Vicente Moret Bonillo
Place Zaragoza (España)

TELEMACO: Un sistema intleigente para telemonitorización antenatal
XX Congreso Anual de la Sociedad Española de Ingeniería biomédica CASEIB¿2002
National

Authors Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Oscar Fontenla Romero, Noelia Sanchez Maroño
Place Zaragoza (España)

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¿02
International

Authors María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Elena Maria Hernandez Pereira, Oscar Fontenla Romero
Place Lyon (Francia)

A multi-agent architecture for intrusion detection
Knowledge-based intelligent information engineering systems & allied technologies (KES¿02)
International

Authors María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Juan Antonio Suárez Romero
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)

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)

A neural network approach for forestal fire risk estimation
15th European Conference on Artificial Intelligence. ECAI 2002
International

Authors María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Elena Maria Hernandez Pereira, Eulogio Jiménez Cuesta, Oscar Fontenla Romero, Juan Canda, José Luis Legido, Cristina Paz Andrade, M. Inmaculada Paz Andrade
Place Lyon (Francia)

Local forest fire weather occurrence index for Galicia (Spain)
International Conference on Forest Fire Resarch
International

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Eulogio Jiménez Cuesta
Place Coimbra (Portugal)

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 María Amparo Alonso Betanzos, Vicente Moret Bonillo
Place España

Usability analysis of an intelligent system
2nd European Medical & Biological Engineering Conference EMBEC¿02
International

Authors Eduardo Mosqueira Rey, Mariano Javier Cabrero Canosa, Elena Maria Hernandez Pereira, Vicente Moret Bonillo
Place Viena (Austria)

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

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

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 Maria Hernandez Pereira, Vicente Moret Bonillo
Place Italia

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 Maria Hernandez Pereira, Vicente Moret Bonillo
Place Cascais (Portugal)

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 Maria Hernandez Pereira, Vicente Moret Bonillo, María Teresa Martín Egaña, Héctor Verea Hernando
Place Milos Island (Grecia)

The KNITTER System: KQML for Erlang
2001 & EASS 2001 Student Sessions in Multi-Agent Systems and Applications
International

Authors María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Place Praga (República Checa)

Symbolic, neural and neuro-fuzzy approaches for pattern recognition in cardiotocograms
7th European Congress on Intelligent Techniques. ESIT-2000
International

Authors María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, 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)

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 María Amparo Alonso Betanzos, Óscar Fontenla Romero
Place Aachen (Alemania)

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, María 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 María Amparo Alonso Betanzos, Óscar Fontenla Romero, Berta M. 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 Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Olga Fernández Chaves, M. Alvarez Seoane
Place Viena (Austria)

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 Berta M. Guijarro Berdiñas, María 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

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 María Amparo Alonso Betanzos, Eduardo Mosqueira Rey, Belén Baldonedo del Río
Place España

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

Análise integrada de dados de sono num ambiente de neurofisiología clínica
V Reunión Científica de la Asociación Ibérica de Patología del Sueño
International

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. Guijarro Berdiñas, Mariano Javier Cabrero Canosa
Place España

A methodology for the intelligent monitoring of apneas during sleep
BIOENGY96
International

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. 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 María Amparo Alonso Betanzos, Berta M. 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 María Amparo Alonso Betanzos, Bernardino Arcay Varela, D. Fernández Carreiras
Place Amsterdam (Países Bajos)
DOI https://doi.org/10.1109/iembs.1996.652705

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

Computerized simulation of human walking on the sagittal plane
18th Ann. Int. Conference IEEE-EMBS
International

Authors María Amparo Alonso Betanzos, María del Carmen Santa Cruz Roldán, N. Sánchez Maroño
Place Países Bajos

Formal Validation of the intelligent monitoring systems PATRICIA
10th Nordic Baltic Conference on Biomedical Engineering
International

Authors Vicente Moret Bonillo
Place Finlandia

Un sistema inteligente para la monitorización de apneas en sueño
V Reunión Científica de la Asociación Ibérica de Patología del Sueño
International

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. 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 antenatal
Feria tecnológica de Galicia, GALITRONICA-95
International

Authors Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos
Place España

Sistema inteligente de monitorización en UCI
Feria tecnológica de Galicia, GALITRONICA-95
International

Authors Eduardo Mosqueira Rey, Vicente Moret Bonillo
Place España