| 2023 | IWANN | Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure. | Juan Carlos Gmez-Lpez, Daniel Castillo-Secilla, Jess Gonzlez, Luis Javier Herrera, Ignacio Rojas |
| 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 | Feature Selection and Assessment of Lung Cancer Sub-types by Applying Predictive Models. | Sara Gonzlez, Daniel Castillo, Juan Manuel Galvez, Ignacio Rojas, Luis Javier Herrera |
| 2017 | IWANN | Breast Cancer Microarray and RNASeq Data Integration Applied to Classification. | Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Ignacio Rojas |
| 2017 | IWANN | Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification. | Mart Manzano, Alberto Guilln, Ignacio Rojas, Luis Javier Herrera |
| 2015 | IWANN | Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment. | Alberto Guilln, Luis Javier Herrera, Francisco J. Libana-Cabanillas, Oresti Baos, Ignacio Rojas |
| 2013 | IWANN | Activity Recognition Based on a Multi-sensor Meta-classifier. | Oresti Baos, Miguel Damas, Hctor Pomares, Ignacio Rojas |
| 2013 | IWANN | A New Method for BCI Spelling Using a 7 Segments Display. | N. Galea-Sevilla, Miriam Espaa, Alberto Guilln, Ignacio Rojas |
| 2013 | IWANN | Parametric and Non-parametric Feature Selection for Kidney Transplants. | Raimundo Garcia-del-Moral, Alberto Guilln, Luis Javier Herrera, Antonio Caas, 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 | IJCNN | Advanced systems in medical decision-making using intelligent computing. Application to magnetic resonance imaging. | David Jaramillo, Ignacio Rojas, Olga Valenzuela, Ignacio Garcia, Alberto Prieto |
| 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 |
| 2010 | IJCNN | Applying support vector machines and mutual information to book losses prediction. | Antonio Miguel Mora, Luis Javier Herrera, Jos Miguel Urquiza Ortiz, Ignacio Rojas, Juan Julin Merelo Guervs |
| 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 | Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. | Alberto Guilln, Antti Sorjamaa, Gins Rubio, 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 | 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 | Efficient Parallel Feature Selection for Steganography Problems. | Alberto Guilln, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas |
| 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 | Creation of Specific-to-Problem Kernel Functions for Function Approximation. | Gins Rubio, Hctor Pomares, Ignacio Rojas, Alberto Guilln |
| 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 |
| 2009 | PDP | A Multi-Threaded Network Interface Using Network Processors. | Pablo Cascn, Julio Ortega Lopera, Waseem M. Haider, Antonio F. Daz, Ignacio Rojas |
| 2009 | PDPTA | Assessing the Performance of an Offloaded IDS on Network Processors. | Pablo Cascn, Julio Ortega, Antonio F. Daz, Ignacio Rojas |
| 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 | CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm. | M. Dolores Prez-Godoy, Antonio Jess Rivera Rivas, Mara Jos del Jesus, Ignacio Rojas |
| 2007 | IWANN | Kernel Methods Applied to Time Series Forecasting. | Gins Rubio, Hctor Pomares, Luis Javier Herrera, Ignacio Rojas |
| 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 | 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 | Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs. | Antonio Jess Rivera Rivas, Ignacio Rojas, Julio Ortega |
| 2005 | IWINAC | Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals. | Alberto Guilln, Ignacio Rojas, Eduardo Ros, Luis Javier Herrera |
| 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 | 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 | IBPRIA | Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning. | Eduardo Ros, M. M. Rodrguez, Sonia Mota, Jos Luis Bernier, Ignacio Rojas, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 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 |
| 2003 | IWANN | Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons. | Antonio Jess Rivera Rivas, Julio Ortega, Ignacio Rojas, Mara Jos del Jesus |
| 2003 | IWANN | A New Geometrical ICA-based Method for Blind Separation of Speech Signals. | Manuel Rodrguez lvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas |
| 2003 | IWANN | Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. | Fernando Rojas, Carlos Garca Puntonet, Manuel Rodrguez lvarez, Ignacio Rojas |
| 2003 | IWANN | An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. | Fernando Rojas, Carlos Garca Puntonet, Ignacio Rojas, Julio Ortega |
| 2003 | KI | Sequential Learning Algorithm of Neural Networks Systems for Time Series. | Olga Valenzuela, Ignacio Rojas, Fernando Rojas |
| 2002 | CEC | Genetic algorithm approach to nonlinear blind source separation. | Fernando Rojas, Carlos Garca Puntonet, Ignacio Rojas, Julio Ortega, Arieto Prieto |
| 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 | ICANN | SSA, SVD, QR-cp, and RBF Model Reduction. | Moiss Salmern, Julio Ortega, Carlos Garca Puntonet, Alberto Prieto, Ignacio Rojas |
| 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 |
| 2001 | IWANN | Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules. | Antonio Jess Rivera Rivas, Julio Ortega, Ignacio Rojas, Alberto Prieto |
| 2001 | IWANN | Separation of Sources Based on the Partitioning of the Space of Observations. | Manuel Rodrguez lvarez, Carlos Garca Puntonet, Ignacio Rojas |
| 2000 | IJCNN | What are the Main Functional Block Involved in the Design of Adaptive Neuro-Fuzzy Inference Systems? | Ignacio Rojas, Jos Luis Bernier, Manuel Rodrguez lvarez, Alberto Prieto |
| 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 | CEC | Parallel combinatorial optimization with evolutionary cooperation between processors. | Julio Ortega, Jos Luis Bernier, Antonio F. Daz, Ignacio Rojas, Moiss Salmern, Alberto Prieto |
| 1999 | IWANN | An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations. | Jos Luis Bernier, Julio Ortega, M. M. Rodrguez, Ignacio Rojas, 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 |
| 1999 | IWANN | A VLSI Approach for Spike Timing Coding. | Eduardo Ros Vidal, Francisco J. Pelayo, Ignacio Rojas, F. J. Fernndez, Alberto Prieto |
| 1997 | IWANN | Statistical Analysis of the Main Parameters in the Definition of Radial Bases Function Networks. | Ignacio Rojas, Olga Valenzuela, Alberto Prieto |