| 2021 | IWANN | Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer's Disease Stages Based on MRI Images. | Tim Rrup, Ignacio Rojas, Hctor Pomares, Peter Glsektter |
| 2019 | IWANN | Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows. | Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guilln, Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Claudia Villalonga |
| 2019 | IWANN | An Efficient Framework to Detect and Avoid Driver Sleepiness Based on YOLO with Haar Cascades and an Intelligent Agent. | Belmekki Ghizlene, Zoulikha Mekkakia, Hctor Pomares |
| 2018 | GECCO | Prediction of energy consumption in a NSGA-II-based evolutionary algorithm. | Salvador Moreno, Julio Ortega, Miguel Damas, Antonio F. Daz, Jess Gonzlez, Hctor Pomares |
| 2017 | IWANN | Automatic 2D Motion Capture System for Joint Angle Measurement. | Carlos Bailon, Miguel Damas, Hctor Pomares, Oresti Baos |
| 2015 | IWANN | Multiwindow Fusion for Wearable Activity Recognition. | Oresti Baos, Juan Manuel Galvez, Miguel Damas, Alberto Guilln, Luis Javier Herrera, Hctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee |
| 2015 | IWANN | Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection. | Luis Javier Herrera, Alberto Guilln, Rubn Martnez, Carlos Garca, Hctor Pomares, Oresti Baos, Ignacio Rojas Ruiz |
| 2015 | IWANN | Ontological Sensor Selection for Wearable Activity Recognition. | Claudia Villalonga, Oresti Banos, Hctor Pomares, Ignacio Rojas Ruiz |
| 2014 | CBMS | Creation of a Database Including a Set of Biological Features Related to Protein Sequences and Their Corresponding Alignment. | Francisco M. Ortuo Guzman, Hctor Pomares, Ignacio Rojas Ruiz, Olga Valenzuela |
| 2013 | ISDA | Color Fuzzy Set Design for dental applications. | Luis Javier Herrera, Oscar E. Pecho, Razvan Ghinea, Ignacio Rojas Ruiz, Hctor Pomares, Alberto Guilln, Ana Maria Ionescu, Juan de la Cruz Cardona, R. Pulgar, Maria del Mar Prez |
| 2013 | ISDA | Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG. | Olga Valenzuela, Fernando J. Rojas, Luis Javier Herrera, Francisco M. Ortuo Guzman, Hctor Pomares, Ignacio Rojas Ruiz |
| 2013 | IWANN | Activity Recognition Based on a Multi-sensor Meta-classifier. | Oresti Baos, Miguel Damas, Hctor Pomares, Ignacio Rojas |
| 2013 | IWANN | Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features. | Francisco M. Ortuo Guzman, Olga Valenzuela, Hctor Pomares, Ignacio Rojas |
| 2012 | CEC | Optimization of multiple sequence alignment methodologies using a multiobjective evolutionary algorithm based on NSGA-II. | Francisco M. Ortuo Guzman, Javier Perez-Florido, Jos M. Urquiza, Hctor Pomares, Alberto Prieto, Ignacio Rojas |
| 2012 | ISWC | Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities. | Oresti Baos, Alberto Calatroni, Miguel Damas, Hctor Pomares, Ignacio Rojas, Hesam Sagha, Jos del R. Milln, Gerhard Trster, Ricardo Chavarriaga, Daniel Roggen |
| 2011 | IJCCI | A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process. | Rafik Lasri, Ignacio Rojas, Hctor Pomares, Fernando Rojas |
| 2011 | IJCNN | Recognition of human physical activity based on a novel hierarchical weighted classification scheme. | Oresti Baos, Miguel Damas, Hctor Pomares, Ignacio Rojas |
| 2011 | IWANN | Automatic Recognition of Daily Living Activities Based on a Hierarchical Classifier. | Oresti Baos, Miguel Damas, Hctor Pomares, Ignacio Rojas |
| 2011 | IWANN | Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network. | J. P. Florido, Hctor Pomares, Ignacio Rojas, Jos M. Urquiza, Francisco M. Ortuo Guzman |
| 2011 | IWANN | Variable Selection in a GPU Cluster Using Delta Test. | Alberto Guilln, Mark van Heeswijk, Dusan Sovilj, Maribel Garca Arenas, Luis Javier Herrera, Hctor Pomares, Ignacio Rojas |
| 2011 | PACBB | Emerging Methodologies in Multiple Sequence Alignment Using High Throughput Data. | Francisco M. Ortuo Guzman, Ignacio Rojas, Hctor Pomares, Jos M. Urquiza, J. P. Florido |
| 2011 | PACBB | Using Machine Learning Techniques and Genomic/Proteomic Information from Known Databases for PPI Prediction. | Jos M. Urquiza, Ignacio Rojas, Hctor Pomares, Luis Javier Herrera, J. P. Florido, Francisco M. Ortuo Guzman |
| 2010 | IJCNN | Ambient living activity recognition based on feature-set ranking using intelligent systems. | Oresti Baos, Hctor Pomares, Ignacio Rojas |
| 2010 | IJCNN | Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips. | Javier Perez-Florido, Hctor Pomares, Ignacio Rojas, Jos Miguel Urquiza Ortiz, Luis Javier Herrera, Manuel Gonzalo Claros |
| 2010 | IJCNN | Predicting marital dissolutions using radial basis function neural networks. | Alberto Guilln, Carlos Tovar, Luis Javier Herrera, Hctor Pomares, Jess Gonzlez, Jos F. Guilln, Ignacio Rojas |
| 2009 | ESANN | Applying Mutual Information for Prototype or Instance Selection in Regression Problems. | Alberto Guilln, Luis Javier Herrera, Gins Rubio, Hctor Pomares, Amaury Lendasse, Ignacio Rojas |
| 2009 | ICANN | Strengthening the Forward Variable Selection Stopping Criterion. | Luis Javier Herrera, Gins Rubio, Hctor Pomares, Ben Paechter, Alberto Guilln, Ignacio Rojas |
| 2009 | ICANN | Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guilln |
| 2009 | ISDA | Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. | Alberto Guilln, A. M. Trujillo, Samuel F. Romero, Gins Rubio, Ignacio Rojas Ruiz, Hctor Pomares, Luis Javier Herrera, Jos F. Guilln |
| 2009 | ISDA | A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching Using Vita Classical Shades. | Luis Javier Herrera, Maria del Mar Prez, J. Santana, R. Pulgar, Jess Gonzlez, Hctor Pomares, Ignacio Rojas Ruiz |
| 2009 | IWANN | On Selecting the Best Pre-processing Method for Affymetrix Genechips. | J. P. Florido, Hctor Pomares, Ignacio Rojas, Jos C. Calvo, Jos M. Urquiza, M. Gonzalo Claros |
| 2009 | IWANN | Global and Local Modelling in Radial Basis Functions Networks. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Gins Rubio, Jos M. Urquiza |
| 2009 | IWANN | Multiple AM Modulated Visual Stimuli in Brain-Computer Interface. | Miguel ngel Lpez, Hctor Pomares, Alberto Prieto, Francisco J. Pelayo |
| 2009 | IWANN | Creation of Specific-to-Problem Kernel Functions for Function Approximation. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Alberto Guilln |
| 2009 | IWANN | Applications in Bio-informatics and Biomedical Engineering. | Ignacio Rojas Ruiz, Hctor Pomares, Olga Valenzuela, Jos Luis Bernier |
| 2009 | IWANN | Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection. | Jos M. Urquiza, Ignacio Rojas, Hctor Pomares, J. P. Florido, Gins Rubio, Luis Javier Herrera, Jos C. Calvo, Julio Ortega Lopera |
| 2008 | HIS | Signal Processing and Perceptrons in an Auditory Based Brain-Computer Interface. | Miguel ngel Lpez, Hctor Pomares, Alberto Prieto, Francisco J. Pelayo |
| 2007 | ICANN | On Incorporating Seasonal Information on Recursive Time Series Predictors. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Gins Rubio |
| 2007 | IWANN | Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems. | Alberto Guilln, Hctor Pomares, Jess Gonzlez, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto |
| 2007 | IWANN | Surface Modelling with Radial Basis Functions Neural Networks Using Virtual Environments. | Miguel ngel Lpez, Hctor Pomares, Miguel Damas, Antonio Daz Estrella, Alberto Prieto, Francisco J. Pelayo, Eva Mara de la Plaza Hernndez |
| 2007 | IWANN | Use of ANNs as Classifiers for Selective Attention Brain-Computer Interfaces. | Miguel ngel Lpez, Hctor Pomares, Miguel Damas, Eduardo Madrid, Alberto Prieto, Francisco J. Pelayo, Eva Mara de la Plaza Hernndez |
| 2007 | IWANN | Kernel Methods Applied to Time Series Forecasting. | Gins Rubio, Hctor Pomares, Luis Javier Herrera, Ignacio Rojas |
| 2007 | IWINAC | A First Approach to Birth Weight Prediction Using RBFNNs. | Alberto Guilln, Ignacio Rojas Ruiz, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera |
| 2007 | IWINAC | Use of Kohonen Maps as Feature Selector for Selective Attention Brain-Computer Interfaces. | Miguel ngel Lpez, Hctor Pomares, Miguel Damas, Alberto Prieto, Eva Mara de la Plaza Hernndez |
| 2006 | ICANN | Effective Input Variable Selection for Function Approximation. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Michel Verleysen, Alberto Guilln |
| 2006 | ICNC | Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction. | Alberto Guilln, Ignacio Rojas, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera, Francisco Fernndez |
| 2006 | IJCNN | Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems. | Alberto Guilln, Ignacio Rojas, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera, Alberto Prieto |
| 2005 | ECSQARU | Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Mohammed Awad, Olga Valenzuela |
| 2005 | ECSQARU | New Technique for Initialization of Centres in TSK Clustering-Based Fuzzy Systems. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Jess Gonzlez |
| 2005 | IWANN | Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach. | Mohammed Awad, Hctor Pomares, Luis Javier Herrera, Jess Gonzlez, Alberto Guilln, Fernando Rojas |
| 2005 | IWANN | Input Variable Selection in Hierarchical RBF Networks. | Mohammed Awad, Hctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto |
| 2005 | IWANN | Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm. | Alberto Guilln, Ignacio Rojas, Jess Gonzlez, Hctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto |
| 2005 | IWANN | Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Jess Gonzlez, Mohammed Awad |
| 2005 | IWANN | TaSe Model for Long Term Time Series Forecasting. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Alberto Guilln, Olga Valenzuela, Alberto Prieto |
| 2005 | IWANN | A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation. | Gins Rubio, Hctor Pomares |
| 2005 | IWINAC | A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Regression in 1D and 2D Cases. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Alberto Guilln |
| 2004 | ESANN | MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality. | Luis Javier Herrera, Ignacio Rojas Ruiz, Hctor Pomares, Olga Valenzuela, Jess Gonzlez, Mohammed Awad |
| 2004 | ESANN | Soft-computing techniques for time series forecasting. | Ignacio Rojas Ruiz, Hctor Pomares |
| 2004 | IJCNN | Multigrid-based fuzzy systems for time series prediction: CATS competition. | Luis Javier Herrera, Hctor Pomares, Ignacio Rojas, Jess Gonzlez, Mohammed Awad, Ana Herrera |
| 2003 | IWANN | Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares, Julio Ortega |
| 2003 | IWANN | Studying the Convergence of the CFA Algorithm. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares, Julio Ortega |
| 2002 | ICANN | Neural Networks, Clustering Techniques, and Function Approximation Problems. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares |
| 2002 | ICANN | Evolutionary Training of Neuro-fuzzy Patches for Function Approximation. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares, Alberto Prieto, Karl Goser |
| 2002 | PPSN | Evolutive Identification of Fuzzy Systems for Time-Series Prediction. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares |
| 2001 | IWANN | RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares, Julio Ortega |
| 2001 | IWANN | Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks. | Jess Gonzlez, Ignacio Rojas, Hctor Pomares, Moiss Salmern |
| 2001 | IWANN | A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time. | Hctor Pomares, Ignacio Rojas, Jess Gonzlez, Miguel Damas |
| 2000 | IJCNN | A New Radial Basis Function Networks Structure: Application to Time Series Prediction. | Ignacio Rojas, Hctor Pomares, Jess Gonzlez, Eduardo Ros, Moiss Salmern, Julio Ortega, Alberto Prieto |
| 1999 | IWANN | Sequential Learning Algorithm for PG-RBF Network Using Regression Weights for Time Series Prediction. | Ignacio Rojas, Hctor Pomares, Julio Ortega, Eduardo Ros Vidal, Alberto Prieto |
| 1998 | ESANN | What are the main factors involved in the design of a Radial Basis Function Network? | Ignacio Rojas Ruiz, Mancia Anguita, Eduardo Ros Vidal, Hctor Pomares, Olga Valenzuela, Alberto Prieto |