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

A Wavelet Approach to Functional Principal Component Analysis. - Francisco A. Ocaña; Olga Valenzuela; Ana M. Aguilera (COMPSTAT, 1998)

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)

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)

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)

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)

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)

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)

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)

Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources. - Fernando Rojas 001; Carlos García Puntonet; Juan Manuel Górriz; Olga Valenzuela (ICNC (3), 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)

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

Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation. - Fernando Rojas Ruiz; Juan Manuel Górriz; Olga Valenzuela (IWANN, 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)

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)

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)

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)

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)

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)

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)

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)

Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2. - Rodolfo V. García; Fernando Rojas 001; Jesús González 001; Belén San Román; Olga Valenzuela; Alberto Prieto; Luís Velázquez; Roberto Rodríguez (ICANN (1), 2009)

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

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)

Evaluation of electro-oculography data for ataxia SCA-2 classification: A blind source separation approach. - Rodolfo García-Bermúdez; Fernando Rojas Ruiz; Jesús González 001; Olga Valenzuela; Luís Velázquez; Cira Torres; Roberto Becerra-García (ISDA, 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)

Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA. - Rodolfo V. García; Fernando Rojas 001; Jesús González 001; Luís Velázquez; Roberto Rodríguez; Roberto Becerra-García; Olga Valenzuela (IWANN (1), 2011)

A new approach to estimate the interpolation error of fuzzy data using similarity measures of fuzzy numbers. - Olga Valenzuela; Miguel Pasadas (Comput. Math. Appl., 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)

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)

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)

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)

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)

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)

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)

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)

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)

Using intelligent system for medical decision-making to magnetic resonance imaging. - Olga Valenzuela; Francisco M. Ortuño Guzman; Fernando Rojas 001; Héctor Pomares; José Luis Bernier; Luis Javier Herrera; Alberto Guillén (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)

Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm. - Fernando Rojas 001; Rodolfo V. García; Jesús González 001; Luís Velázquez; Roberto Becerra-García; Olga Valenzuela; Belén San Román (Neurocomputing, 2013)

Human activity recognition based on a sensor weighting hierarchical classifier. - Oresti Baños; Miguel Damas; Héctor Pomares; Fernando Rojas 001; Blanca L. Delgado-Márquez; Olga Valenzuela (Soft Comput., 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)

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)

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)

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)

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)

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)

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)

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)

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

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)

Deep Learning Systems for the Classification of Cardiac Pathologies Using ECG Signals. - Ignacio Rojas-Valenzuela; Fernando Rojas 001; Juan Carlos de la Cruz; Peter Glösekötter; Olga Valenzuela (IWBBIO (2), 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)

Electrocardiogram and Phonocardiogram Signal Data Fusion Using Deep Learning System. - Olga Valenzuela; Ignacio Rojas-Valenzuela; Peter Glösekötter; Fernando Rojas 001 (IWBBIO (1), 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)