Statistical Analysis of the Main Parameters in the Definition of Radial Bases Function Networks. - Ignacio Rojas; Olga Valenzuela; Alberto Prieto (IWANN, 1997)

What are the main factors involved in the design of a Radial Basis Function Network? - Ignacio Rojas Ruiz; Mancia Anguita; Eduardo Ros Vidal; Héctor Pomares; Olga Valenzuela; Alberto Prieto (ESANN, 1998)

Analysis of the operators involved in the definition of the implication functions and in the fuzzy inference process. - Ignacio Rojas; Olga Valenzuela; Mancia Anguita; Alberto Prieto (Int. J. Approx. Reason., 1998)

Parallel Coarse Grain Computing of Boltzmann Machines. - Julio Ortega 001; Ignacio Rojas; Antonio F. Díaz; Alberto Prieto (Neural Process. Lett., 1998)

Parallel combinatorial optimization with evolutionary cooperation between processors. - Julio Ortega 001; José Luis Bernier; Antonio F. Díaz; Ignacio Rojas; Moisés Salmerón; Alberto Prieto (CEC, 1999)

An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations. - José Luis Bernier; Julio Ortega 001; M. M. Rodríguez; Ignacio Rojas; Alberto Prieto (IWANN (2), 1999)

Sequential Learning Algorithm for PG-RBF Network Using Regression Weights for Time Series Prediction. - Ignacio Rojas; Héctor Pomares; Julio Ortega 001; Eduardo Ros Vidal; Alberto Prieto (IWANN (1), 1999)

A VLSI Approach for Spike Timing Coding. - Eduardo Ros Vidal; Francisco J. Pelayo; Ignacio Rojas; F. J. Fernández; Alberto Prieto (IWANN (2), 1999)

Statistical analysis of the main parameters in the fuzzy inference process. - Ignacio Rojas; Julio Ortega Lopera; Francisco J. Pelayo; Alberto Prieto (Fuzzy Sets Syst., 1999)

New methodology for the development of adaptive and self-learning fuzzy controllers in real time. - Ignacio Rojas; Héctor Pomares; Francisco J. Pelayo; Mancia Anguita; Eduardo Ros Vidal; Alberto Prieto (Int. J. Approx. Reason., 1999)

A New Measurement of Noise Immunity and Generalization Ability for MLPs. - José Luis Bernier; Julio Ortega 001; Eduardo Ros 001; Ignacio Rojas; Alberto Prieto (Int. J. Neural Syst., 1999)

Stimulus Correlation and Adaptive Motion Detection Using Spiking Neurons. - Eduardo Ros 001; Francisco J. Pelayo; D. Palomar; Ignacio Rojas; José Luis Bernier; Alberto Prieto (Int. J. Neural Syst., 1999)

An Accurate Measure for Multilayer Perceptron Tolerance to Weight Deviations. - José Luis Bernier; Julio Ortega Lopera; M. M. Rodríguez; Ignacio Rojas; Alberto Prieto (Neural Process. Lett., 1999)

What are the Main Functional Block Involved in the Design of Adaptive Neuro-Fuzzy Inference Systems? - Ignacio Rojas; José Luis Bernier; Manuel Rodríguez Álvarez; Alberto Prieto (IJCNN (6), 2000)

A New Radial Basis Function Networks Structure: Application to Time Series Prediction. - Ignacio Rojas; Héctor Pomares; Jesús González 001; Eduardo Ros 001; Moisés Salmerón; Julio Ortega 001; Alberto Prieto (IJCNN (4), 2000)

Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights. - Ignacio Rojas; Jesús González 001; Antonio Cañas; Antonio F. Díaz; Fernando Rojas 001; Manuel Rodríguez 002 (Int. J. Neural Syst., 2000)

Improving the tolerance of multilayer perceptrons by minimizing the statistical sensitivity to weight deviations. - José Luis Bernier; Julio Ortega Lopera; Ignacio Rojas; Alberto Prieto (Neurocomputing, 2000)

Obtaining Fault Tolerant Multilayer Perceptrons Using an Explicit Regularization. - José Luis Bernier; Julio Ortega Lopera; Ignacio Rojas; Eduardo Ros Vidal; Alberto Prieto (Neural Process. Lett., 2000)

Analysis of the Functional Block Involved in the Design of Radial Basis Function Networks. - Ignacio Rojas; Héctor Pomares; Jesús González 001; José Luis Bernier; Eduardo Ros Vidal; Francisco J. Pelayo; Alberto Prieto (Neural Process. Lett., 2000)

Competitive and Temporal Inhibition Structures with Spiking Neurons. - Eduardo Ros Vidal; Francisco J. Pelayo; P. Martin-Smith; Ignacio Rojas; D. Palomar; Alberto Prieto (Neural Process. Lett., 2000)

Self-organized fuzzy system generation from training examples. - Ignacio Rojas; Héctor Pomares; Julio Ortega Lopera; Alberto Prieto (IEEE Trans. Fuzzy Syst., 2000)

A systematic approach to a self-generating fuzzy rule-table for function approximation. - Héctor Pomares; Ignacio Rojas; Julio Ortega Lopera; Jesús González 001; Alberto Prieto (IEEE Trans. Syst. Man Cybern. Part B, 2000)

A stochastic and competitive network for the separation of sources. - Carlos García Puntonet; Ali Mansour; Manuel Rodríguez Álvarez; Beatriz Prieto; Ignacio Rojas Ruiz (ESANN, 2001)

The synergy between multideme genetic algorithms and fuzzy systems. - Ignacio Rojas Ruiz; José Luis Bernier; Eduardo Ros Vidal; Fernando J. Rojas; Carlos García Puntonet (ESANN, 2001)

An Enhanced Self-organizing Controller for Real-time Process-control Applications. - Héctor Pomares; Ignacio Rojas; Jesús González 001; Miguel Damas; Alberto Prieto (FUZZ-IEEE, 2001)

Fine Tuning of Fuzzy of Fuzzy Controllers Using a Two-stage Algorithm. - Héctor Pomares; Ignacio Rojas; Jesús González 001; Miguel Damas; Alberto Prieto (FUZZ-IEEE, 2001)

A Method for Structure Identification in Complete Rule-based Fuzzy Systems. - Héctor Pomares; Ignacio Rojas; Jesús González 001; Alberto Prieto (FUZZ-IEEE, 2001)

A New Sequential Learning Algorithm Using Pseudo-gaussian Functions for Neuro-fuzzy Systems. - Ignacio Rojas; Héctor Pomares; Jesús González 001; Peter Glösekötter; J. Diestuhl; Karl Goser (FUZZ-IEEE, 2001)

Multideme Evolution algorithm Based Approach to the Generation of Fuzzy Systems. - Ignacio Rojas Ruiz; Héctor Pomares; Jesús González 001; Peter Glösekötter; J. Diestuhl; Karl Goser (FUZZ-IEEE, 2001)

RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Julio Ortega 001 (IWANN (1), 2001)

Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Moisés Salmerón (IWANN (1), 2001)

A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time. - Héctor Pomares; Ignacio Rojas; Jesús González 001; Miguel Damas (IWANN (1), 2001)

Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules. - Antonio Jesús Rivera Rivas; Julio Ortega 001; Ignacio Rojas; Alberto Prieto (IWANN (1), 2001)

Separation of Sources Based on the Partitioning of the Space of Observations. - Manuel Rodríguez Álvarez; Carlos García Puntonet; Ignacio Rojas (IWANN (2), 2001)

Optimization of web newspaper layout in real time. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Moisés Salmerón; Alberto Prieto; Juan Julián Merelo Guervós (Comput. Networks, 2001)

Multidimensional and multideme genetic algorithms for the construction of fuzzy systems. - Ignacio Rojas; Jesús González 001; Héctor Pomares; Fernando Rojas 001; F. J. Fernández; Alberto Prieto (Int. J. Approx. Reason., 2001)

A Quantitative Study of Fault Tolerance, Noise Immunity, and Generalization Ability of MLPs. - José Luis Bernier; Julio Ortega Lopera; Eduardo Ros Vidal; Ignacio Rojas; Alberto Prieto (Neural Comput., 2001)

Genetic algorithm approach to nonlinear blind source separation. - Fernando Rojas 001; Carlos García Puntonet; Ignacio Rojas; Julio Ortega 001; Arieto Prieto (IEEE Congress on Evolutionary Computation, 2002)

Structure identification of fuzzy controllers in real time. - Héctor Pomares; Ignacio Rojas; Jesús González 001 (FUZZ-IEEE, 2002)

New Methodology for Structure Identification of Fuzzy Controllers in Real Time. - Héctor Pomares; Ignacio Rojas; Jesús González 001 (IBERAMIA, 2002)

Neural Networks, Clustering Techniques, and Function Approximation Problems. - Jesús González 001; Ignacio Rojas; Héctor Pomares (ICANN, 2002)

Evolutionary Training of Neuro-fuzzy Patches for Function Approximation. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Alberto Prieto; Karl Goser (ICANN, 2002)

SSA, SVD, QR-cp, and RBF Model Reduction. - Moisés Salmerón; Julio Ortega 001; Carlos García Puntonet; Alberto Prieto; Ignacio Rojas (ICANN, 2002)

Evolutive Identification of Fuzzy Systems for Time-Series Prediction. - Jesús González 001; Ignacio Rojas; Héctor Pomares (PPSN, 2002)

A two-stage approach to self-learning direct fuzzy controllers. - Héctor Pomares; Ignacio Rojas; Jesús González 001; Fernando Rojas 001; Miguel Damas; F. J. Fernández (Int. J. Approx. Reason., 2002)

Time series analysis using normalized PG-RBF network with regression weights. - Ignacio Rojas; Héctor Pomares; José Luis Bernier; Julio Ortega Lopera; Begoña Pino; Francisco J. Pelayo; Alberto Prieto (Neurocomputing, 2002)

Structure identification in complete rule-based fuzzy systems. - Héctor Pomares; Ignacio Rojas; Jesús González 001; Alberto Prieto (IEEE Trans. Fuzzy Syst., 2002)

A new clustering technique for function approximation. - Jesús González 001; Ignacio Rojas; Julio Ortega Lopera; Alberto Prieto (IEEE Trans. Neural Networks, 2002)

Statistical analysis of the parameters of a neuro-genetic algorithm. - Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós; Alberto Prieto; Ignacio Rojas; Gustavo Romero (IEEE Trans. Neural Networks, 2002)

Web newspaper layout optimization using simulated annealing. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Moisés Salmerón; Juan Julián Merelo Guervós (IEEE Trans. Syst. Man Cybern. Part B, 2002)

Statistical analysis of the main parameters involved in the design of a genetic algorithm. - Ignacio Rojas; Jesús González 001; Héctor Pomares; Juan Julián Merelo Guervós; Pedro Ángel Castillo Valdivieso; Gustavo Romero (IEEE Trans. Syst. Man Cybern. Part C, 2002)

The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction. - Ignacio Rojas; Fernando Rojas 001; Olga Valenzuela; Alberto Prieto (CAEPIA, 2003)

Analysis of the Functional Block and Operator Involved in Fuzzy System Design. - Olga Valenzuela; Lozano Márquez; Miguel Pasadas; Ignacio Rojas; Manuel Rodríguez 002; Fernando Rojas 001 (CAEPIA, 2003)

Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning. - Eduardo Ros 001; M. M. Rodríguez; Sonia Mota; José Luis Bernier; Ignacio Rojas; Carlos García Puntonet; Elmar Wolfgang Lang (IbPRIA, 2003)

Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Julio Ortega 001 (IWANN (1), 2003)

Studying the Convergence of the CFA Algorithm. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Julio Ortega 001 (IWANN (1), 2003)

Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons. - Antonio Jesús Rivera Rivas; Julio Ortega 001; Ignacio Rojas; María José del Jesus (IWANN (1), 2003)

A New Geometrical ICA-based Method for Blind Separation of Speech Signals. - Manuel Rodríguez Álvarez; Fernando Rojas 001; Elmar Wolfgang Lang; Ignacio Rojas (IWANN (2), 2003)

Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. - Fernando Rojas 001; Carlos García Puntonet; Manuel Rodríguez Álvarez; Ignacio Rojas (IWANN (2), 2003)

An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. - Fernando Rojas 001; Carlos García Puntonet; Ignacio Rojas; Julio Ortega 001 (IWANN (2), 2003)

Sequential Learning Algorithm of Neural Networks Systems for Time Series. - Olga Valenzuela; Ignacio Rojas; Fernando Rojas 001 (KI, 2003)

Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process. - Olga Valenzuela; Ignacio Rojas; Fernando Rojas 001 (WILF, 2003)

Evolving two-dimensional fuzzy systems. - Víctor Manuel Rivas Santos; Juan Julián Merelo Guervós; Ignacio Rojas; Gustavo Romero; Pedro Ángel Castillo Valdivieso; J. Carpio (Fuzzy Sets Syst., 2003)

Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation. - Jesús González 001; Ignacio Rojas; Julio Ortega Lopera; Héctor Pomares; Francisco Javier Fernández-Baldomero; Antonio F. Díaz (IEEE Trans. Neural Networks, 2003)

Lattice ICA for the separation of speech signals. - Manuel Rodríguez Álvarez; Fernando Rojas Ruiz; Elmar Wolfgang Lang; Ignacio Rojas Ruiz; Carlos García Puntonet; Moisés Salmerón-Campos (ESANN, 2004)

MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality. - Luis Javier Herrera; Ignacio Rojas Ruiz; Héctor Pomares; Olga Valenzuela; Jesús González 001; Mohammed Awad (ESANN, 2004)

Soft-computing techniques for time series forecasting. - Ignacio Rojas Ruiz; Héctor Pomares (ESANN, 2004)

Fine control of monotonic systems using a global self-learning adaptive fuzzy controller. - Héctor Pomares; Ignacio Rojas; Luis Javier Herrera; Jesús González 001; Alberto Prieto (FUZZ-IEEE, 2004)

Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals. - Manuel Rodríguez Álvarez; Fernando Rojas Ruiz; Rubén Martín-Clemente; Ignacio Rojas Ruiz; Carlos García Puntonet (ICA, 2004)

Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS. - Fernando Rojas Ruiz; Carlos García Puntonet; Ignacio Rojas Ruiz; Manuel Rodríguez Álvarez; Juan Manuel Górriz Sáez (ICA, 2004)

Multigrid-based fuzzy systems for time series prediction: CATS competition. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Jesús González 001; Mohammed Awad; Ana Herrera (IJCNN, 2004)

Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Jesús González 001; Olga Valenzuela (MICAI, 2004)

MultiGrid-Based Fuzzy Systems for Function Approximation. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Olga Valenzuela; Mohammed Awad (MICAI, 2004)

The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction. - Ignacio Rojas; Fernando Rojas 001; Héctor Pomares; Luis Javier Herrera; Jesús González 001; Olga Valenzuela (MICAI, 2004)

Online global learning in direct fuzzy controllers. - Héctor Pomares; Ignacio Rojas Ruiz; Jesús González 001; Miguel Damas; Begoña Pino; Alberto Prieto (IEEE Trans. Fuzzy Syst., 2004)

Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm. - Fernando Rojas 001; Carlos García Puntonet; Manuel Rodríguez Álvarez; Ignacio Rojas; Rubén Martín-Clemente (IEEE Trans. Syst. Man Cybern. Part C, 2004)

Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Mohammed Awad; Olga Valenzuela (ECSQARU, 2005)

New Technique for Initialization of Centres in TSK Clustering-Based Fuzzy Systems. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Jesús González 001 (ECSQARU, 2005)

Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation. - Fernando Rojas Ruiz; Carlos García Puntonet; Ignacio Rojas Ruiz (ESANN, 2005)

Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network. - Olga Valenzuela; Ignacio Rojas Ruiz; Fernando Rojas Ruiz; Luisa Marquez (ESANN, 2005)

Input Variable Selection in Hierarchical RBF Networks. - Mohammed Awad; Héctor Pomares; Ignacio Rojas; Luis Javier Herrera; Alberto Prieto (IWANN, 2005)

Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Olga Valenzuela; Alberto Prieto (IWANN, 2005)

Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Jesús González 001; Mohammed Awad (IWANN, 2005)

TaSe Model for Long Term Time Series Forecasting. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Olga Valenzuela; Alberto Prieto (IWANN, 2005)

Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs. - Antonio Jesús Rivera Rivas; Ignacio Rojas; Julio Ortega 001 (IWANN, 2005)

Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals. - Alberto Guillén; Ignacio Rojas; Eduardo Ros 001; Luis Javier Herrera (IWINAC (2), 2005)

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. - Ginés Rubio; Héctor Pomares; Ignacio Rojas; Alberto Guillén (IWINAC (2), 2005)

A Possibilistic Approach to RBFN Centers Initialization. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Olga Valenzuela; Alberto Prieto (RSFDGrC (2), 2005)

Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Mohammed Awad; Jesús González 001 (RSFDGrC (1), 2005)

TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Olga Valenzuela; Alberto Prieto (Fuzzy Sets Syst., 2005)

Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Ben Paechter (Australian Conference on Artificial Intelligence, 2006)

Effective Input Variable Selection for Function Approximation. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Michel Verleysen; Alberto Guillén (ICANN (1), 2006)

Skin Lesion Diagnosis Using Fluorescence Images. - Suhail M. Odeh; Eduardo Ros 001; Ignacio Rojas; José M. Palomares (ICIAR (2), 2006)

Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Francisco Fernández (ICNC (1), 2006)

Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Alberto Prieto (IJCNN, 2006)

A Fuzzy-Possibilistic Fuzzy Ruled Clustering Algorithm for RBFNNs Design. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Alberto Prieto (RSCTC, 2006)

Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time. - Ignacio Rojas; Héctor Pomares; Jesús González 001; Luis Javier Herrera; Alberto Guillén; Fernando Rojas Ruiz; Olga Valenzuela (Fuzzy Sets Syst., 2006)

Multi-objective evolution of fuzzy systems. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Fernando Rojas 001; José M. Palomares (Soft Comput., 2006)

A Genetic Programming Approach for Classification of the Spontaneous Termination of Atrial Fibrillation. - Olga Valenzuela; Fernando Rojas Ruiz; Ignacio Rojas Ruiz; Maria del Mar Cepero; Francisco Javier Rojas (BIOCOMP, 2007)

A New Multiobjective RBFNNs Designer and Feature Selector for a Mineral Reduction Application. - Alberto Guillén; Jesús González 001; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; Francisco Fernández (FUZZ-IEEE, 2007)

On Incorporating Seasonal Information on Recursive Time Series Predictors. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Ginés Rubio (ICANN (2), 2007)

Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Ben Paechter (ICANNGA (1), 2007)

Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems. - Alberto Guillén; Héctor Pomares; Jesús González 001; Ignacio Rojas; Luis Javier Herrera; Alberto Prieto (IWANN, 2007)

CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm. - M. Dolores Pérez-Godoy; Antonio Jesús Rivera Rivas; María José del Jesus; Ignacio Rojas (IWANN, 2007)

Kernel Methods Applied to Time Series Forecasting. - Ginés Rubio; Héctor Pomares; Luis Javier Herrera; Ignacio Rojas (IWANN, 2007)

A First Approach to Birth Weight Prediction Using RBFNNs. - Alberto Guillén; Ignacio Rojas Ruiz; Jesús González 001; Héctor Pomares; Luis Javier Herrera (IWINAC (1), 2007)

Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms. - Jesús González 001; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; Alberto Guillén; José M. Palomares; Fernando Rojas 001 (Int. J. Approx. Reason., 2007)

Using fuzzy logic to improve a clustering technique for function approximation. - Alberto Guillén; Jesús González 001; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; Olga Valenzuela; Alberto Prieto (Neurocomputing, 2007)

Multigrid-based fuzzy systems for time series prediction: CATS competition. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Jesús González 001; Mohammed Awad; Ana Herrera (Neurocomputing, 2007)

Recursive prediction for long term time series forecasting using advanced models. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Alberto Prieto; Olga Valenzuela (Neurocomputing, 2007)

Output value-based initialization for radial basis function neural networks. - Alberto Guillén; Ignacio Rojas; Jesús González 001; Héctor Pomares; Luis Javier Herrera; Olga Valenzuela; Fernando Rojas 001 (Neural Process. Lett., 2007)

A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks. - Antonio Jesús Rivera Rivas; Ignacio Rojas; Julio Ortega Lopera; María José del Jesus (Soft Comput., 2007)

Guest Editorial Genetic Fuzzy Systems: What's Next? An Introduction to the Special Section. - Oscar Cordón; Rafael Alcalá; Jesús Alcalá-Fdez; Ignacio Rojas (IEEE Trans. Fuzzy Syst., 2007)

Hybridization of intelligent techniques and ARIMA models for time series prediction. - Olga Valenzuela; Ignacio Rojas; Fernando Rojas 001; Héctor Pomares; Luis Javier Herrera; Alberto Guillén; Luisa Marquez; Miguel Pasadas (Fuzzy Sets Syst., 2008)

Minimising the delta test for variable selection in regression problems. - Alberto Guillén; Dusan Sovilj; Amaury Lendasse; Fernando Mateo; Ignacio Rojas (Int. J. High Perform. Syst. Archit., 2008)

Soft-computing techniques and ARMA model for time series prediction. - Ignacio Rojas; Olga Valenzuela; Fernando Rojas 001; Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Luisa Marquez; Miguel Pasadas (Neurocomputing, 2008)

Studying possibility in a clustering algorithm for RBFNN design for function approximation. - Alberto Guillén; Héctor Pomares; Ignacio Rojas; Jesús González 001; Luis Javier Herrera; Fernando Rojas 001; Olga Valenzuela (Neural Comput. Appl., 2008)

Applying Mutual Information for Prototype or Instance Selection in Regression Problems. - Alberto Guillén; Luis Javier Herrera; Ginés Rubio; Héctor Pomares; Amaury Lendasse; Ignacio Rojas (ESANN, 2009)

Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. - Alberto Guillén; Antti Sorjamaa; Ginés Rubio; Amaury Lendasse; Ignacio Rojas (ICANN (1), 2009)

Strengthening the Forward Variable Selection Stopping Criterion. - Luis Javier Herrera; Ginés Rubio; Héctor Pomares; Ben Paechter; Alberto Guillén; Ignacio Rojas (ICANN (2), 2009)

Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. - Ginés Rubio; Héctor Pomares; Ignacio Rojas; Luis Javier Herrera; Alberto Guillén (ICANN (2), 2009)

Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab. - Ginés Rubio; Alberto Guillén; Héctor Pomares; Ignacio Rojas; Ben Paechter; Peter Glösekötter; C. I. Torres-Ceballos (HPCS, 2009)

Prediction of protein-protein interactions in yeast using SVMs with genomics/proteomics information and feature selection. - José Miguel Urquiza Ortiz; Ignacio Rojas Ruiz; Héctor Pomares; Luis Javier Herrera; Ginés Rubio; J. P. Florido (ISCIS, 2009)

Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. - Alberto Guillén; A. M. Trujillo; Samuel F. Romero; Ginés Rubio; Ignacio Rojas Ruiz; Héctor Pomares; Luis Javier Herrera; José F. Guillén (ISDA, 2009)

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 Pérez; J. Santana; R. Pulgar; Jesús González 001; Héctor Pomares; Ignacio Rojas Ruiz (ISDA, 2009)

On Selecting the Best Pre-processing Method for Affymetrix Genechips. - J. P. Florido; Héctor Pomares; Ignacio Rojas; José C. Calvo; José M. Urquiza; M. Gonzalo Claros (IWANN (1), 2009)

Efficient Parallel Feature Selection for Steganography Problems. - Alberto Guillén; Antti Sorjamaa; Yoan Miche; Amaury Lendasse; Ignacio Rojas (IWANN (1), 2009)

Global and Local Modelling in Radial Basis Functions Networks. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Ginés Rubio; José M. Urquiza (IWANN (1), 2009)

Creation of Specific-to-Problem Kernel Functions for Function Approximation. - Ginés Rubio; Héctor Pomares; Ignacio Rojas; Alberto Guillén (IWANN (1), 2009)

Applications in Bio-informatics and Biomedical Engineering. - Ignacio Rojas Ruiz; Héctor Pomares; Olga Valenzuela; José Luis Bernier (IWANN (1), 2009)

Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection. - José M. Urquiza; Ignacio Rojas; Héctor Pomares; J. P. Florido; Ginés Rubio; Luis Javier Herrera; José C. Calvo; Julio Ortega Lopera (IWANN (1), 2009)

A Multi-Threaded Network Interface Using Network Processors. - Pablo Cascón; Julio Ortega Lopera; Waseem M. Haider; Antonio F. Díaz; Ignacio Rojas (PDP, 2009)

Assessing the Performance of an Offloaded IDS on Network Processors. - Pablo Cascón; Julio Ortega 001; Antonio F. Díaz; Ignacio Rojas (PDPTA, 2009)

Intelligent System Based on Genetic Programming for Atrial Fibrillation Classification. - Olga Valenzuela; Ignacio Rojas; Francisco Javier Rojas; Héctor Pomares; José Luis Bernier; Luis Javier Herrera; Alberto Guillén (Appl. Artif. Intell., 2009)

Prediction of Time Series Using RBF Neural Networks: A New Approach of Clustering. - Mohammed Awad; Héctor Pomares; Ignacio Rojas Ruiz; Osama Salameh; Mai Hamdon (Int. Arab J. Inf. Technol., 2009)

Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems. - Alberto Guillén; Héctor Pomares; Jesús González 001; Ignacio Rojas; Olga Valenzuela; Beatriz Prieto (Neurocomputing, 2009)

Intelligent Classifier for Atrial Fibrillation (ECG). - Olga Valenzuela; Ignacio Rojas; F. Rojas 001; Alberto Guillén; Luis Javier Herrera; Fernando J. Rojas; Maria del Mar Cepero (Encyclopedia of Artificial Intelligence, 2009)

Online self-organizing adaptive fuzzy controller: Application to a nonlinear servo system. - Ana Belén Cara; Zsófia Lendek; Robert Babuska; Héctor Pomares; Ignacio Rojas (FUZZ-IEEE, 2010)

Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition. - Oresti Baños; Héctor Pomares; Ignacio Rojas (IEA/AIE (2), 2010)

An Algorithm for Online Self-organization of Fuzzy Controllers. - Ana Belén Cara; Héctor Pomares; Ignacio Rojas (IEA/AIE (2), 2010)

Analysis of the Inducing Factors Involved in Stem Cell Differentiation Using Feature Selection Techniques, Support Vector Machines and Decision Trees. - A. M. Trujillo; Ignacio Rojas; Héctor Pomares; Alberto Prieto; Beatriz Prieto; A. Aránega; Francisco Rodríguez; P. J. Álvarez-Aranega; José C. Prados (IEA/AIE (1), 2010)

Ambient living activity recognition based on feature-set ranking using intelligent systems. - Oresti Baños; Héctor Pomares; Ignacio Rojas (IJCNN, 2010)

Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips. - Javier Perez-Florido; Héctor Pomares; Ignacio Rojas; José Miguel Urquiza Ortiz; Luis Javier Herrera; Manuel Gonzalo Claros (IJCNN, 2010)

Predicting marital dissolutions using radial basis function neural networks. - Alberto Guillén; Carlos Tovar; Luis Javier Herrera; Héctor Pomares; Jesús González 001; José F. Guillén; Ignacio Rojas (IJCNN, 2010)

Applying support vector machines and mutual information to book losses prediction. - Antonio Miguel Mora; Luis Javier Herrera; José Miguel Urquiza Ortiz; Ignacio Rojas; Juan Julián Merelo Guervós (IJCNN, 2010)

Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem. - Alberto Guillén; Ginés Rubio; I. Toda; Antonio J. Rivera; Héctor Pomares; Ignacio Rojas Ruiz (Expert Syst. Appl., 2010)

Online self-evolving fuzzy controller with global learning capabilities. - Ana Belén Cara; Héctor Pomares; Ignacio Rojas; Zsófia Lendek; Robert Babuska (Evol. Syst., 2010)

Local-global neuro-fuzzy system for color change modelling. - Luis Javier Herrera; Maria del Mar Pérez; J. Santana; R. Pulgar; Jesús González 001; Héctor Pomares; Ignacio Rojas (Int. J. Hybrid Intell. Syst., 2010)

New method for instance or prototype selection using mutual information in time series prediction. - Alberto Guillén; Luis Javier Herrera; Ginés Rubio; Héctor Pomares; Amaury Lendasse; Ignacio Rojas (Neurocomputing, 2010)

Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling. - Ginés Rubio; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén (Neurocomputing, 2010)

Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks. - Alberto Guillén; F. G. del Moral; Luis Javier Herrera; Ginés Rubio; Ignacio Rojas; Olga Valenzuela; Héctor Pomares (Neural Comput. Appl., 2010)

A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process. - Rafik Lasri; Ignacio Rojas; Héctor Pomares; Fernando Rojas 001 (IJCCI (ECTA-FCTA), 2011)

Recognition of human physical activity based on a novel hierarchical weighted classification scheme. - Oresti Baños; Miguel Damas; Héctor Pomares; Ignacio Rojas (IJCNN, 2011)

Automatic Recognition of Daily Living Activities Based on a Hierarchical Classifier. - Oresti Baños; Miguel Damas; Héctor Pomares; Ignacio Rojas (IWANN (2), 2011)

Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network. - J. P. Florido; Héctor Pomares; Ignacio Rojas; José M. Urquiza; Francisco M. Ortuño Guzman (IWANN (2), 2011)

Variable Selection in a GPU Cluster Using Delta Test. - Alberto Guillén; Mark van Heeswijk; Dusan Sovilj; Maribel García Arenas; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas (IWANN (1), 2011)

Emerging Methodologies in Multiple Sequence Alignment Using High Throughput Data. - Francisco M. Ortuño Guzman; Ignacio Rojas; Héctor Pomares; José M. Urquiza; J. P. Florido (PACBB, 2011)

Using Machine Learning Techniques and Genomic/Proteomic Information from Known Databases for PPI Prediction. - José M. Urquiza; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; J. P. Florido; Francisco M. Ortuño Guzman (PACBB, 2011)

On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system. - Ana Belén Cara; Ignacio Rojas; Héctor Pomares; Christian Wagner 002; Hani Hagras (T2FUZZ, 2011)

The TaSe-NF model for function approximation problems: Approaching local and global modelling. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Olga Valenzuela (Fuzzy Sets Syst., 2011)

Generating Balanced Learning and Test Sets for Function Approximation Problems. - J. P. Florido; Héctor Pomares; Ignacio Rojas (Int. J. Neural Syst., 2011)

Global and local modelling in RBF networks. - Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Ginés Rubio; José M. Urquiza (Neurocomputing, 2011)

Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection. - José M. Urquiza; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; Julio Ortega Lopera; Alberto Prieto (Neurocomputing, 2011)

A New Methodology for the Online Adaptation of Fuzzy Self-Structuring Controllers. - Ana Belén Cara; Héctor Pomares; Ignacio Rojas (IEEE Trans. Fuzzy Syst., 2011)

Improving IPS by network processors. - Pablo Cascón; Julio Ortega Lopera; Yan Luo 001; Eric Murray; Antonio F. Díaz; Ignacio Rojas (J. Supercomput., 2011)

Accelerating network applications by distributed interfaces on heterogeneous multiprocessor architectures. - Pablo Cascón; Andrés Ortiz 001; Julio Ortega Lopera; Antonio F. Díaz; Ignacio Rojas (J. Supercomput., 2011)

Optimization of multiple sequence alignment methodologies using a multiobjective evolutionary algorithm based on NSGA-II. - Francisco M. Ortuño Guzman; Javier Perez-Florido; José M. Urquiza; Héctor Pomares; Alberto Prieto; Ignacio Rojas (IEEE Congress on Evolutionary Computation, 2012)

Self-evolving parameter-free Rule-based Controller. - Pouria Sadeghi-Tehran; Ana Belén Cara; Plamen Angelov 001; Héctor Pomares; Ignacio Rojas; Alberto Prieto (FUZZ-IEEE, 2012)

A benchmark dataset to evaluate sensor displacement in activity recognition. - Oresti Baños; Miguel Damas; Héctor Pomares; Ignacio Rojas; Máté Attila Tóth; Oliver Amft (UbiComp, 2012)

Advanced system for automously classify brain MRI in neurodegenerative disease. - Francisco Estella; Blanca L. Delgado-Márquez; Pablo Rojas; Olga Valenzuela; Belén San Román; Ignacio Rojas (ICMCS, 2012)

A novel policy to reduce the electrical cost of a real time control process using an on-line Adaptive Fuzzy Logic Controller. - Rafik Lasri; Ignacio Rojas; Héctor Pomares (ICMCS, 2012)

Statistical analysis of different artificial intelligent techniques applied to Intrusion Detection System. - Hind Tribak; Blanca L. Delgado-Márquez; Pablo Rojas; Olga Valenzuela; Héctor Pomares; Ignacio Rojas (ICMCS, 2012)

Advanced systems in medical decision-making using intelligent computing. Application to magnetic resonance imaging. - David Jaramillo; Ignacio Rojas; Olga Valenzuela; Ignacio Garcia; Alberto Prieto (IJCNN, 2012)

Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking. - Francisco J. Liébana-Cabanillas; Rafael Nogueras; Francisco Muñoz-Leiva; Ignacio Rojas; Alberto Guillén (IS-MiS, 2012)

Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities. - Oresti Baños; Alberto Calatroni; Miguel Damas; Héctor Pomares; Ignacio Rojas; Hesam Sagha; José del R. Millán; Gerhard Tröster; Ricardo Chavarriaga; Daniel Roggen (ISWC, 2012)

Evaluating Fluorescence Illumination Techniques for Skin Lesion Diagnosis. - Suhail M. Odeh; Francisco de Toro; Ignacio Rojas; María José Saéz-Lara (Appl. Artif. Intell., 2012)

Using machine learning techniques and genomic/proteomic information from known databases for defining relevant features for PPI classification. - José M. Urquiza; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; J. P. Florido; Olga Valenzuela; Maria del Mar Cepero (Comput. Biol. Medicine, 2012)

Daily living activity recognition based on statistical feature quality group selection. - Oresti Baños; Miguel Damas; Héctor Pomares; Alberto Prieto; Ignacio Rojas (Expert Syst. Appl., 2012)

Selecting Negative Samples for PPI Prediction Using Hierarchical Clustering Methodology. - José M. Urquiza; Ignacio Rojas; Héctor Pomares; Luis Javier Herrera; Javier Perez-Florido; Olga Valenzuela (J. Appl. Math., 2012)

An enhanced clustering function approximation technique for a radial basis function neural network. - Héctor Pomares; Ignacio Rojas; Mohammed Awad; Olga Valenzuela (Math. Comput. Model., 2012)

A deterministic model selection scheme for incremental RBFNN construction in time series forecasting. - J. P. Florido; Héctor Pomares; Ignacio Rojas; José M. Urquiza; M. A. Lopez-Gordo (Neural Comput. Appl., 2012)

On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition. - Oresti Baños; Miguel Damas; Héctor Pomares; Ignacio Rojas (Sensors, 2012)

Evolutive Approaches for Variable Selection Using a Non-parametric Noise Estimator. - Alberto Guillén; Dusan Sovilj; Mark van Heeswijk; Luis Javier Herrera; Amaury Lendasse; Héctor Pomares; Ignacio Rojas (Parallel Architectures and Bioinspired Algorithms, 2012)

Automatic knot adjustment for b-spline smoothing approximation using improved clustering algorithm. - Olga Valenzuela; Miguel Pasadas; Ignacio Rojas; Alberto Guillén; Héctor Pomares (FUZZ-IEEE, 2013)

Color Fuzzy Set Design for dental applications. - Luis Javier Herrera; Oscar E. Pecho; Razvan Ghinea; Ignacio Rojas Ruiz; Héctor Pomares; Alberto Guillén; Ana Maria Ionescu; Juan de la Cruz Cardona; R. Pulgar; Maria del Mar Pérez (ISDA, 2013)

Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG. - Olga Valenzuela; Fernando J. Rojas; Luis Javier Herrera; Francisco M. Ortuño Guzman; Héctor Pomares; Ignacio Rojas Ruiz (ISDA, 2013)

Handling Displacement Effects in On-Body Sensor-Based Activity Recognition. - Oresti Baños; Miguel Damas; Héctor Pomares; Ignacio Rojas (IWAAL, 2013)

Activity Recognition Based on a Multi-sensor Meta-classifier. - Oresti Baños; Miguel Damas; Héctor Pomares; Ignacio Rojas (IWANN (2), 2013)

A New Method for BCI Spelling Using a 7 Segments Display. - N. Galea-Sevilla; Miriam España; Alberto Guillén; Ignacio Rojas (IWANN (2), 2013)

Parametric and Non-parametric Feature Selection for Kidney Transplants. - Raimundo Garcia-del-Moral; Alberto Guillén; Luis Javier Herrera; Antonio Cañas; Ignacio Rojas (IWANN (2), 2013)

Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features. - Francisco M. Ortuño Guzman; Olga Valenzuela; Héctor Pomares; Ignacio Rojas (IWANN (2), 2013)

PhysioDroid: an app for physiological data monitoring. - Oresti Baños; Miguel Damas; Peter Gloessekoetter; Andreas Hermes; Hendrik Mende; Héctor Pomares; Ignacio Rojas (IWBBIO, 2013)

Determining the most suitable multiple sequence alignment methodology by using a set of heterogeneous biological features. - Francisco M. Ortuño Guzman; Olga Valenzuela; Héctor Pomares; Ignacio Rojas (IWBBIO, 2013)

Optimal Knots Allocation in Smoothing Splines using intelligent system. Application in bio-medical signal processing. . - Olga Valenzuela; Miguel Pasadas; Francisco M. Ortuño Guzman; Ignacio Rojas (IWBBIO, 2013)

Classification of MRI Images for Alzheimer's Disease Detection. - Luis Javier Herrera; Ignacio Rojas; Héctor Pomares; Alberto Guillén; Olga Valenzuela; Oresti Baños (SocialCom, 2013)

Intelligent Systems to Autonomously Classify Several Arrhythmia Using Information from ECG. - Olga Valenzuela; Fernando J. Rojas; Luis Javier Herrera; Francisco M. Ortuño Guzman; Oresti Baños; Gonzalo Ruiz; Hind Tribak; Héctor Pomares; Ignacio Rojas Ruiz (SocialCom, 2013)

Innovative Strategy to Improve Precision and to Save Power of a Real-Time Control Process Using an Online Adaptive Fuzzy Logic Controller. - Rafik Lasri; Ignacio Rojas; Héctor Pomares; Olga Valenzuela (Adv. Fuzzy Syst., 2013)

Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns. - Francisco M. Ortuño Guzman; Olga Valenzuela; Fernando Rojas 001; Héctor Pomares; Javier Perez-Florido; José M. Urquiza; Ignacio Rojas (Bioinform., 2013)

Using cited references to improve the retrieval of related biomedical documents. - Francisco M. Ortuño Guzman; Ignacio Rojas; Miguel A. Andrade-Navarro; Jean-Fred Fontaine (BMC Bioinform., 2013)

Simulation of a New Self-Structured Fuzzy Controller Applied to a Temperature Control Process. - Rafik Lasri; Ignacio Rojas; Héctor Pomares; Mohamed Nemiche (Int. J. Appl. Evol. Comput., 2013)

An effective, practical and low computational cost framework for the integration of heterogeneous data to predict functional associations between proteins by means of Artificial Neural Networks. - Javier Perez-Florido; Héctor Pomares; Ignacio Rojas; Alberto Guillén; Francisco M. Ortuño Guzman; José M. Urquiza (Neurocomputing, 2013)

New Online Self-Evolving Neuro Fuzzy controller based on the TaSe-NF model. - Ana Belén Cara; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas (Inf. Sci., 2013)

Preface. - Juan-Manuel Moreno Aróstegui; Joan Cabestany; Ignacio Rojas (Neural Process. Lett., 2013)

Advances in computational intelligence. - Ignacio Rojas; Joan Cabestany I. Moncusi; Gonzalo Joya Caparrós (Soft Comput., 2013)

Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems. - Ana Belén Cara; Christian Wagner 002; Hani Hagras; Héctor Pomares; Ignacio Rojas (IEEE Trans. Fuzzy Syst., 2013)

Creation of a Database Including a Set of Biological Features Related to Protein Sequences and Their Corresponding Alignment. - Francisco M. Ortuño Guzman; Héctor Pomares; Ignacio Rojas Ruiz; Olga Valenzuela (CBMS, 2014)

mHealthDroid: A Novel Framework for Agile Development of Mobile Health Applications. - Oresti Baños; Rafael García; Juan Antonio Holgado Terriza; Miguel Damas; Héctor Pomares; Ignacio Rojas Ruiz; Alejandro Saez; Claudia Villalonga (IWAAL, 2014)

Evaluating the effects of signal segmentation on activity recognition. - Oresti Baños; Juan Manuel Galvez; Miguel Damas; Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas (IWBBIO, 2014)

Advances in bioinformatics using soft-computing paradigms. - Olga Valenzuela; Fernando Rojas 001; Francisco M. Ortuño Guzman; José Luis Bernier; María José Saéz-Lara; Belén San Román; Luis Javier Herrera; Alberto Guillén; Ignacio Rojas (IWBBIO, 2014)

Development of Soft-Computing techniques capable of diagnosing Alzheimers Disease in its pre-clinical stage combining MRI and FDG-PET images. - Olga Valenzuela; Belén San Román; Francisco M. Ortuño Guzman; José Luis Bernier Villamor; María José Saéz-Lara; Fernando Rojas 001; Ignacio Rojas (IWBBIO, 2014)

Fast Feature Selection in a GPU Cluster Using the Delta Test. - Alberto Guillén; M. Isabel García Arenas; Mark van Heeswijk; Dusan Sovilj; Amaury Lendasse; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas (Entropy, 2014)

A New Adaptive and Self Organizing Fuzzy Policy to Enhance the Real Time Control Performance. - Rafik Lasri; Ignacio Rojas Ruiz; Héctor Pomares; Olga Valenzuela (Int. J. Comput. Intell. Syst., 2014)

Window Size Impact in Human Activity Recognition. - Oresti Baños; Juan Manuel Galvez; Miguel Damas; Héctor Pomares; Ignacio Rojas (Sensors, 2014)

Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition. - Oresti Baños; Máté Attila Tóth; Miguel Damas; Héctor Pomares; Ignacio Rojas (Sensors, 2014)

Integrative gene expression analysis of lung cancer based on a technology-merging approach. - J. M. Soto; Francisco M. Ortuño Guzman; Ignacio Rojas (EUROCON, 2015)

Facilitating trunk endurance assessment by means of mobile health technologies. - Oresti Baños; Jae Hun Bang; Dong Uk Kang; Choong Seon Hong; Sungyoung Lee 001; José Antonio Moral-Muñoz; Miguel Damas; Ignacio Diaz Reyes; Héctor Pomares; Ignacio Rojas; Claudia Villalonga; Manuel Arroyo Morales (UbiComp/ISWC Adjunct, 2015)

On the Development of a Real-Time Multi-sensor Activity Recognition System. - Oresti Banos; Miguel Damas; Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Claudia Villalonga; Sungyoung Lee 001 (IWAAL, 2015)

High-Level Context Inference for Human Behavior Identification. - Claudia Villalonga; Oresti Banos; Wajahat Ali Khan; Taqdir Ali; Muhammad Asif Razzaq; Sungyoung Lee 001; Héctor Pomares; Ignacio Rojas (IWAAL, 2015)

Multiwindow Fusion for Wearable Activity Recognition. - Oresti Baños; Juan Manuel Galvez; Miguel Damas; Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas Ruiz; Claudia Villalonga; Choong Seon Hong; Sungyoung Lee 001 (IWANN (2), 2015)

Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment. - Alberto Guillén; Luis Javier Herrera; Francisco J. Liébana-Cabanillas; Oresti Baños; Ignacio Rojas (IWANN (2), 2015)

Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection. - Luis Javier Herrera; Alberto Guillén; Rubén Martínez; Carlos García; Héctor Pomares; Oresti Baños; Ignacio Rojas Ruiz (IWANN (2), 2015)

Ontological Sensor Selection for Wearable Activity Recognition. - Claudia Villalonga; Oresti Banos; Héctor Pomares; Ignacio Rojas Ruiz (IWANN (2), 2015)

An Ontology for Dynamic Sensor Selection in Wearable Activity Recognition. - Claudia Villalonga; Oresti Baños; Héctor Pomares; Ignacio Rojas Ruiz (IWBBIO (2), 2015)

Comparing different machine learning and mathematical regression models to evaluate multiple sequence alignments. - Francisco M. Ortuño Guzman; Olga Valenzuela; Beatriz Prieto; María José Saéz-Lara; Carolina Torres; Héctor Pomares; Ignacio Rojas (Neurocomputing, 2015)

Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition. - Oresti Baños; Miguel Damas; Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Claudia Villalonga (Neural Process. Lett., 2015)

Advances in Artificial Neural Networks and Computational Intelligence - Special Issue of IWANN 2013. - Ignacio Rojas; Joan Cabestany; Andreu Català (Neural Process. Lett., 2015)

mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment. - Oresti Banos; José Antonio Moral-Muñoz; Ignacio Diaz Reyes; Manuel Arroyo Morales; Miguel Damas; Enrique Herrera-Viedma; Choong Seon Hong; Sungyong Lee; Héctor Pomares; Ignacio Rojas; Claudia Villalonga (Sensors, 2015)

Special issue on advances in computational intelligence and machine learning (IWANN 2013). - Ignacio Rojas; Gonzalo Joya Caparrós; Joan Cabestany (Soft Comput., 2015)

Towards general forms of interval type-2 fuzzy logic systems. - Gonzalo Ruiz; Héctor Pomares; Ignacio Rojas; Hani Hagras (FUZZ-IEEE, 2016)

Fine-Tuning the DARP Wireless Sensor Routing Protocol. - Francisco J. Estévez; Jesús González 001; Peter Glösekötter; Ignacio Rojas (UCAmI (2), 2016)

Towards a Framework for Singleton General Forms of Interval Type-2 Fuzzy Systems. - Gonzalo Ruiz-García; Hani Hagras; Ignacio Rojas; Héctor Pomares (WILF, 2016)

Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis. - Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Francisco J. Liébana-Cabanillas (Int. J. Intell. Syst., 2016)

Neural networks: An overview of early research, current frameworks and new challenges. - Alberto Prieto; Beatriz Prieto; Eva M. Ortigosa; Eduardo Ros 001; Francisco J. Pelayo; Julio Ortega 001; Ignacio Rojas (Neurocomputing, 2016)

Ontology-Based High-Level Context Inference for Human Behavior Identification. - Claudia Villalonga; Muhammad Asif Razzaq; Wajahat Ali Khan; Héctor Pomares; Ignacio Rojas; Sungyoung Lee 001; Oresti Baños (Sensors, 2016)

Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships. - Gonzalo Ruiz; Hani Hagras; Héctor Pomares; Ignacio Rojas; Humberto Bustince (IEEE Trans. Fuzzy Syst., 2016)

The non-singleton fuzzification operation for general forms of interval type-2 fuzzy logic systems. - Gonzalo Ruiz; Héctor Pomares; Ignacio Rojas; Hani Hagras (FUZZ-IEEE, 2017)

Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification. - Martí Manzano; Alberto Guillén; Ignacio Rojas; Luis Javier Herrera (ICIC (2), 2017)

Breast Cancer Microarray and RNASeq Data Integration Applied to Classification. - Daniel Castillo; Juan Manuel Galvez; Luis Javier Herrera; Ignacio Rojas (IWANN (1), 2017)

Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification. - Martí Manzano; Alberto Guillén; Ignacio Rojas; Luis Javier Herrera (IWANN (1), 2017)

Mobile Health System for Evaluation of Breast Cancer Patients During Treatment and Recovery Phases. - Joaquin Ollero; José Antonio Moral-Muñoz; Ignacio Rojas; Oresti Baños (IWBBIO (2), 2017)

Ontological modeling of motivational messages for physical activity coaching. - Claudia Villalonga; Harm op den Akker; Hermie Hermens; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Olga Valenzuela; Oresti Banos (PervasiveHealth, 2017)

Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching Applications. - Claudia Villalonga; Harm op den Akker; Hermie Hermens; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Olga Valenzuela; Oresti Banos (UCAmI, 2017)

Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling. - Daniel Castillo; Juan Manuel Galvez; Luis Javier Herrera; Belén San Román; Fernando Rojas 001; Ignacio Rojas (BMC Bioinform., 2017)

MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition. - Claudia Villalonga; Héctor Pomares; Ignacio Rojas; Oresti Banos (Neurocomputing, 2017)

Editorial. - Andreu Català Mallofré; Gonzalo Joya Caparrós; Ignacio Rojas Ruiz (Neural Process. Lett., 2017)

Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP). - Francisco J. Estévez; Jesús González 001; Peter Glösekötter; Olga Valenzuela; Ignacio Rojas (Sensors, 2017)

Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes. - Francisco Estella; Esther Suarez; Beatriz Lozano; Elena Santamarta; Antonio Saiz; Fernando Rojas 001; Ignacio Rojas; Fernando Seijo (IWBBIO (2), 2018)

Ubiquitous Assessment of the Recovery of Cancer Patients Using Consumer-Level Activity Trackers. - Salvador Moreno; Miguel Damas; Ignacio Rojas; Victor Amezcua; Pilar Gutierrez-Pastor; Oresti Baños (UCAmI, 2018)

Wearable Intelligent System for the Diagnosis of Cardiac Diseases Working in Real Time and with Low Energy Cost. - Olga Valenzuela; Beatriz Prieto; Elvira Delgado-Márquez; Héctor Pomares; Ignacio Rojas (UCAmI, 2018)

Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment. - Olga Valenzuela; Xiaoyi Jiang 001; Antonio Carrillo; Ignacio Rojas (Int. J. Neural Syst., 2018)

Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows. - Oresti Banos; Juan Manuel Galvez; Miguel Damas; Alberto Guillén; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas; Claudia Villalonga (IWANN (1), 2019)

Feature Selection and Assessment of Lung Cancer Sub-types by Applying Predictive Models. - Sara González; Daniel Castillo; Juan Manuel Galvez; Ignacio Rojas; Luis Javier Herrera (IWANN (2), 2019)

Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets. - Gonzalo Ruiz-García; Hani Hagras; Héctor Pomares; Ignacio Rojas Ruiz (IEEE Trans. Fuzzy Syst., 2019)

Enhancing Breast Cancer Classification via Information and Multi-model Integration. - Juan Carlos Morales; Francisco Carrillo-Perez; Daniel Castillo-Secilla; Ignacio Rojas; Luis Javier Herrera (IWBBIO, 2020)

Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017. - Olga Valenzuela; Fernando Rojas 001; Ignacio Rojas (Neural Process. Lett., 2020)

Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets. - Juan Manuel Galvez; Daniel Castillo-Secilla; Luis Javier Herrera; Olga Valenzuela; Octavio Caba; José C. Prados; Francisco M. Ortuño Guzman; Ignacio Rojas (IEEE J. Biomed. Health Informatics, 2020)

Main findings and advances in bioinformatics and biomedical engineering- IWBBIO 2018. - Olga Valenzuela; Fernando Rojas 001; Ignacio Rojas; Peter Glösekötter (BMC Bioinform., 2020)

COVID-19 Biomarkers Detection Using 'KnowSeq' R Package. - Javier Bajo-Morales; Daniel Castillo-Secilla; Luis Javier Herrera; Ignacio Rojas (BIOMESIP, 2021)

Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer. - Francisco Carrillo-Perez; Juan Carlos Morales; Daniel Castillo-Secilla; Alberto Guillén; Ignacio Rojas; Luis Javier Herrera (BIOMESIP, 2021)

COVID-19 Detection Method from Chest CT Scans via the Fusion of Slice Information and Lung Segmentation. - Jesús Toledano Pavón; Juan Carlos Morales Vega; Francisco Carrillo-Perez; Luis Javier Herrera; Ignacio Rojas (BIOMESIP, 2021)

Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer's Disease Stages Based on MRI Images. - Tim Rörup; Ignacio Rojas; Héctor Pomares; Peter Glösekötter (IWANN (1), 2021)

Ensemble Models for Covid Prediction in X-Ray Images. - Juan Carlos Morales Vega; Francisco Carrillo-Perez; Jesús Toledano Pavón; Luis Javier Herrera Maldonado; Ignacio Rojas Ruiz (IWANN (1), 2021)

Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion. - Francisco Carrillo-Perez; Juan Carlos Morales; Daniel Castillo-Secilla; Yésica Molina-Castro; Alberto Guillén; Ignacio Rojas; Luis Javier Herrera (BMC Bioinform., 2021)

KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge. - Daniel Castillo-Secilla; Juan Manuel Galvez; Francisco Carrillo-Perez; Marta Verona-Almeida; Daniel Redondo-Sánchez; Francisco M. Ortuño Guzman; Luis Javier Herrera; Ignacio Rojas (Comput. Biol. Medicine, 2021)

Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning. - Oresti Banos; Alberto Calatroni; Miguel Damas; Héctor Pomares; Daniel Roggen; Ignacio Rojas; Claudia Villalonga (Neural Process. Lett., 2021)

Advanced neural network systems for solving complex real problems. - Olga Valenzuela; Fernando Rojas 001; Ignacio Rojas (Neural Process. Lett., 2021)

Gene Expression Tools from a Technical Perspective: Current Approaches and Alternative Solutions for the KnowSeq Suite. - Daniel Castillo-Secilla; Daniel Redondo-Sánchez; Luis Javier Herrera; Ignacio Rojas; Alberto Guillén (IWBBIO (1), 2022)

COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model. - Sergio Ortiz; Juan Carlos Morales; Fernando Rojas 001; Olga Valenzuela; Luis Javier Herrera; Ignacio Rojas (IWBBIO (1), 2022)

Design and Application of Automated Algorithms for Diagnosis and Treatment Optimization in Neurodegenerative Diseases. - Francisco Estella; Esther Suarez; Beatriz Lozano; Elena Santamarta; Antonio Saiz; Fernando Rojas 001; Ignacio Rojas; Marta Blázquez; Lydia Nader; Javier Sol; Fernando Seijo (Neuroinformatics, 2022)

Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure. - Juan Carlos Gómez-López; Daniel Castillo-Secilla; Jesús González 001; Luis Javier Herrera; Ignacio Rojas (IWANN (1), 2023)

Uterine Cervix and Corpus Cancers Characterization Through Gene Expression Analysis Using the KnowSeq Tool. - Lucía Almorox; Luis Javier Herrera; Francisco M. Ortuño; Ignacio Rojas (IWBBIO (2), 2023)

Speeding up Simulations for Radiotherapy Research by Means of Machine Learning. - I. Fernández; C. Ovejero; Luis Javier Herrera; Ignacio Rojas; Francisco Carrillo-Perez; Alberto Guillén (IWBBIO (1), 2023)

Multi-classification of Alzheimer's Disease by NSGA-II Slices Optimization and Fusion Deep Learning. - Ignacio Rojas-Valenzuela; Ignacio Rojas; Elvira Delgado-Márquez; Olga Valenzuela (WIVACE, 2023)

New Advances in Artificial Neural Networks and Machine Learning Techniques. - Olga Valenzuela; Andreu Català; Davide Anguita; Ignacio Rojas (Neural Process. Lett., 2023)

Advances and challenges in Bioinformatics and Biomedical Engineering: IWBBIO 2020. - Olga Valenzuela; Mario Cannataro; Irena Rusur; Jianxin Wang 001; Zhongming Zhao; Ignacio Rojas (BMC Bioinform., 2023)

Deep Learning-Based Breast Cancer Subtype Classification from Whole-Slide Images: Leveraging the BRACS Dataset. - Nerea Hernández; Francisco Carrillo-Perez; Francisco M. Ortuño; Ignacio Rojas (IWBBIO (2), 2024)

Nowcasting, Doping and Discriminating Energy Generation of Photovoltaic Systems Using Regression Models of Adversarial Networks. - Javier Medina Quero; Guillermo Almonacid; Ignacio Rojas; Chris D. Nugent; Gabino Almonacid; Aurora Polo Rodríguez (UCAmI, 2024)

Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches. - Sergio Ortiz; Ignacio Rojas-Valenzuela; Fernando Rojas 001; Olga Valenzuela; Luis Javier Herrera; Ignacio Rojas (Comput. Biol. Medicine, 2024)

Multi-occupant tracking with radar and wearable devices for enhanced accuracy in indoor environments. - Aurora Polo Rodríguez; Miguel Á. Anguita-Molina; Ignacio Rojas Ruiz; Javier Medina Quero (Eng. Appl. Artif. Intell., 2025)