Laboratorio de Investigación y Desarrollo en Inteligencia Artificial (LIDIA)

NST-EXPERT: Un sistema experto para el diagnóstico antenatal

VISNU: Una herramienta para la validación y análisis de usabilidad de sistemas informáticos

Sistema Automático de Monitorización de Apneas en Sueño (SAMOA)

Sistema heurístico e integrado de validación (Shiva)

Iterative Machine Teaching for the Improvement of Machine Learning Training
Machine Learning Workhop Galicia 2019 (WGML2019)
Autonómico

Método escalable basado en árboles para explicar interacciones de datos diádicos
Machine Learning Workhop Galicia 2019 (WGML2019)
Autonómico

Case Study of Anomaly Detection and Quality Control of Energy Efficiency and Hygrothermal Comfort in Buildings
8th International Conference on Data Science, Technology and Applications - DATA 2019
Internacional

LANN-DSVD: A privacy-preserving distributed algorithm for machine learning
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2018 (Core B)
Internacional

Session details: Software design and development: UE - usability engineering track
33rd ACM SIGAPP Symposium On Applied Computing (SAC-2018)
Internacional

Feature selection for label ranking
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
Internacional

Una red convolucional para la clasificación de las fases de sueño
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
Nacional

A convolutional network for the classification of sleep stages
XoveTIC 2018
Autonómico

Selección de características escalable con ReliefF mediante el uso de Hashing Sensible a la Localidad
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
Nacional

Análisis de algoritmos de cuantificación basados en ajuste de distribuciones
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
Nacional

Interpretable market segmentation on high dimension data
XoveTIC 2018
Autonómico

Segmentación de mercado explicable sobre datos de alta dimensión
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
Nacional

Sleep Staging with Deep Learning: A convolutional model
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
Internacional

A Heuristic Evaluation of the User and Programming Interfaces of a Sleep Medicine Application
33rd ACM SIGAPP Symposium On Applied Computing (SAC-2018)
Internacional

Feature selection with limited bit depth mutual information for embedded systems
XoveTIC 2018
Autonómico

Automatic Detection of EEG Arousals
ESANN 2016 - European Simposium on Artificial Neural Networks (Core B)
Internacional

Machine learning models to search relevant genetic signatures in clinical contex
2017 International Joint Conference on Neural Networks (IJCNN 2017)
Internacional

Exploring the consequences of distributed feature selection in DNA microarray data
2017 International Joint Conference on Neural Networks (IJCNN 2017)
Internacional

Data complexity measures for analyzing the effect of SMOTE over microarrays
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

A distributed approach for classi cation using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Outlining a simple and robust method for the automatic detection of EEG arousals
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

A distributed approach for classification using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Scalable approximate k-NN graph construction based on Local Sensitivity Hashing
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
Internacional

Usability Evaluation and Development of Heuristics for Second-Screen Applications
32th Annual ACM Symposium on Applied Computing (SAC-2017)
Internacional

Distributed learning algorithm for feedforward neural networks
ESANN 2016 - European Simposium on Artificial Neural Networks (Core B)
Internacional

A fast learning algorithm for high dimensional problems: an application to microarrays
ESANN 2016 - European Simposium on Artificial Neural Networks (Core B)
Internacional

Aprendizaje en grandes volúmenes de datos mediante un nuevo método distribuido y no iterativo para redes de neuronas de una capa
Machine Learning Workshop Galicia 2017
Autonómico

A comparison of performance of sleep spindle classification methods using wavelets
4th KES International Conference on Innovation in Medicine and Healthcare, InMed 2016
Internacional

Two-class with oversampling versus one-class classification for microarray datasets. Lecture Notes in Computer Science (vol. 9887)
International Conference on Artificial Neural Networks (ICANN 2016)
Internacional

Usabilidad de Sistemas Informáticos en la Medicina del Sueño
XXIV Reunión Anual de la Sociedad Española de Sueño (SES-2016)
Nacional

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

Selecting target concept in one-class classification for handling class imbalance problem
IJCNN 2015 - 2015 International Joint Conference on Neural Networks
Internacional

A time efficient approach for distributed feature selection partitioning by features
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

A distributed feature selection approach based on a complexity measure
International Work Conference on Artificial Neural Networks (IWANN)-2015, Core B
Internacional

One-class classification for microarray datasets with feature selection
Engineering Applications of Neural Networks (EANN 2015)
Internacional

Selection of the best base classi er in one-versus-one using data complexity measures
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
Internacional

An insight on complexity measures and classi cation in micro- array data
IJCNN 2015 - 2015 International Joint Conference on Neural Networks
Internacional

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
Internacional

Designing decision trees for representing sustainable behaviors in agents
13th Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS) 2015
Internacional

Modeling consumption of contents and advertising in online newspapers
22th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2014.
Internacional

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
Internacional

Self-adaptive topology neural network for online incremental learning
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

A Study of Heart Rate Variability as Sleep Apnoea Predictor over Two Different Databases
Biomedical and Health Informatics (BHI), 2014 IEEE-EMBS International Conference on ...
Internacional

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

Improving detection of apneic events by learning from examples and treatment of missing data
Studies in health technology and informatics
Internacional

mC-ReliefF: An extension of ReliefF for cost-based feature selection
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

Novel feature selection methods for high dimensional data
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

Learning on vertically partitioned data based on x2 feature selection and naive bayes classi cation
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
Internacional

Adaptive Neural Topology Based on Vapnik-Chervonenkis Dimension
Agents and Artificial Intelligence. Lecture Notes in Artificial Intelligence
Internacional

Estrategia docente de la materia de Sistemas Inteligentes en la titulación de grado en Ingeniería Informática
XIX Jornadas de Enseñanza Universitaria de la Informática (JENUI'13)
Nacional

Experiencia de adaptación y plan de mejora de la materia de Sistemas Inteligentes en la titulación de Grado en Ingeniería Informática
Actas de las XIX Jenui. Castellón
Nacional

Analizando los resultados académicos en una materia de programación
XIX Jornadas de Enseñanza Universitaria de la Informática (JENUI'13)
Nacional

A decision-making model for environmental behavior in agent-based modelling
International Work Conference on Artificial Neural Network (IWANN 2013)
Internacional

A distributed wrapper approach for feature selection
ESANN 2013 - European Simposium on Artificial Neural Networks (Core B)
Internacional

Prosaico: An Intelligent System for the Management of a Sports Facility
Management Intelligent Systems 2012
Internacional

Interferential tear film lipid layer classi cation: An automatic dry eye test
IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012)
Internacional

An agent-based prototype for enhancing sustainability behavior at an academic environment
Workshop on Agents and Multi-agent Systems for Enterprise Integration (Zoco 2012) in conjunction with the 10th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
Internacional

An ontology-based design for modelling case studies of everyday pro-environmental behaviour in the workplace
iEMSs 2012 - International Conference on Environmental Modeling and Software Managing Resources of a limited planet
Internacional

Deriving agents from questionnaire data. Developing decision trees from norms and behaviour
ESSA 2012 ¿ 8th Conference of the European Social Simulation Association
Internacional

Prosaico: Characterisation of objectives within the scope of an intelligent system for sport advising.
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2012)
Internacional

Scalability analysis of lter-based methods for feature selection
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2012)
Internacional

Cómo orientar las tutorías de grupo reducido en el aprendizaje de materias en enseñanzas técnicas
IX FORO INTERNACIONAL SOBRE LA EVALUACIÓN DE LA CALIDAD DE LA INVESTIGACIÓN Y DE LA EDUCACIÓN SUPERIOR (FECIES). Santiago de Compostela (España), 12-15 de Junio de 2012
Nacional

A framework for handling fuzzy temporal events.
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES'12)
Internacional

On the Continuous Evaluation of the Macrostructure of Sleep
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2012)
Internacional

On the effectiveness of distributed learning on different class-probability distributions of data. Lecture Notes in Artificial Intelligence (vol. 7023)
14a Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2011)
Internacional

Dealing with very large datasets. An overview of a promising research line: Distributed learning
International Conference on Agents and Artificial Intelligence (ICAART'11)
Internacional

Digital Cartographic Generalization in Spatial Databases: application issues in Power Grids CAD tools
V Simposio Ibero-Americano de Computação Gráfica (SIACG 2011)
Internacional

Toward an ensemble of lters for classi fication
International Conference on Intelligent Systems Design and Applications ISDA 2011
Internacional

Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks
IEEE Symposium Series on Computational Intelligence, IEEE Workshop on Hybrid Intelligent Models and Applications (HIMA)
Internacional

Improving Electrical Power Grid Visualization using Geometry Shaders
8th International Conference on Computer Graphics, Imaging and Visualization (CGIV 2011)
Internacional

A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms
ESANN 2011 - European Simposium on Artificial Neural Networks (Core B)
Internacional

Statistical dependence measure for feature selection in micro-array datasets
ESANN 2011 - European Simposium on Artificial Neural Networks (Core B)
Internacional

Novel feature selection methods applied to high dimensionality datasets
14th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2011)
Nacional

Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation
2010 International Conference on Artificial Intelligence, ICAI 2010
Internacional

Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation.
IC-AI 2010
Internacional

Feature selection and conversion methods in KDDCup dataset: A comparison of performance
International Conference Artificial Intelligence and Applications (AIA)
Internacional

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
Internacional

Information theoretic fuzzy modeling for regression
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Internacional

Local Modeling Classifier for Microarray Gene-Expression Data
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
Internacional

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
Internacional

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)
Internacional