Luis Javier Herrera

130 papers B 9C 9Misc 9Journal 36Unranked 54
YearRankTypeTitle / Venue / Authors
2026 — ed.
Bioinformatics and Biomedical Engineering - 12th International Conference, IWBBIO 2025, Gran Canaria, Spain, July 16-18, 2025, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Francisco Ortuño, Fernando Rojas Ruiz, Luis Javier Herrera, Olga Valenzuela, Juan José Escobar
2026 — ed.
Bioinformatics and Biomedical Engineering - 12th International Conference, IWBBIO 2025, Gran Canaria, Spain, July 16-18, 2025, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Francisco Ortuño, Fernando Rojas Ruiz, Luis Javier Herrera, Olga Valenzuela, Juan José Escobar
2025 — conf
Advances in 3D Exploration of Fuzzy Color Spaces with PyFCS.
FUZZ
Rafael Vazquez-Conejo, Luis Javier Herrera, Razvan Ghinea, María Tejada Casado, José Manuel Soto-Hidalgo
2025 — conf
Does Spatial Information Improve MIL-Based Histological Image Classification? A Comparative Study.
IWBBIO (1)
Nerea Hernández, Francisco M. Ortuño, Luis Javier Herrera, Ignacio Rojas
2025 — conf
Machine Learning-Based Diagnosis and Staging of Liver Cancer Using RNA-Seq Data.
IWBBIO (1)
Martina Álvarez, Antonio José Heredia, Ignacio Garach, Ignacio Rojas, Luis Javier Herrera, Francisco Manuel Ortuño
2025 J jnl
PyFCS GUI: A new visualization and interaction framework for fuzzy color spaces.
SoftwareX
Rafael Vazquez-Conejo, María Tejada Casado, Luis Javier Herrera, Razvan Ghinea, José M. Soto-Hidalgo
2025 — conf
RNA-Seq Analysis of Brain Cancer: Astrocytoma, Oligodendroglioma, and Mixed Glioma.
IWBBIO (1)
Pablo Heredero, Elena Maroto, Ignacio Garach, Francisco Manuel Ortuño, Luis Javier Herrera, Ignacio Rojas
2024 — ed.
Bioinformatics and Biomedical Engineering - 11th International Conference, IWBBIO 2024, Meloneras, Gran Canaria, Spain, July 15-17, 2024, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela
2024 — ed.
Bioinformatics and Biomedical Engineering - 11th International Conference, IWBBIO 2024, Meloneras, Gran Canaria, Spain, July 15-17, 2024, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela
2024 J jnl
Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches.
Comput. Biol. Medicine
Sergio Ortiz, Ignacio Rojas-Valenzuela, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas
2024 — conf
PyFCS: A new Python library to create and manipulate Fuzzy Color Spaces.
FUZZ
Rafael Vazquez-Conejo, María Tejada Casado, Luis Javier Herrera, Razvan Ghinea, José Manuel Soto-Hidalgo
2023 — ed.
Bioinformatics and Biomedical Engineering - 10th International Work-Conference, IWBBIO 2023, Meloneras, Gran Canaria, Spain, July 12-14, 2023 Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas Ruiz, Luis Javier Herrera, Francisco M. Ortuño
2023 — ed.
Bioinformatics and Biomedical Engineering - 10th International Work-Conference, IWBBIO 2023, Meloneras, Gran Canaria, Spain, July 12-14, 2023 Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas Ruiz, Luis Javier Herrera, Francisco M. Ortuño
2023 — conf
Novel Gene Signature for Bladder Cancer Stage Identification.
IWBBIO (1)
Iñaki Hulsman, Luis Javier Herrera, Daniel Castillo, Francisco M. Ortuño
2023 — conf
Speeding up Simulations for Radiotherapy Research by Means of Machine Learning.
IWBBIO (1)
Isabel Fernández, Carmen Ovejero, Luis Javier Herrera, Ignacio Rojas, Francisco Carrillo-Perez, Alberto Guillén
2023 — conf
Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure.
IWANN (1)
Juan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González, Luis Javier Herrera, Ignacio Rojas
2023 — conf
Uterine Cervix and Corpus Cancers Characterization Through Gene Expression Analysis Using the KnowSeq Tool.
IWBBIO (2)
Lucía Almorox, Luis Javier Herrera, Francisco M. Ortuño, Ignacio Rojas
2022 — ed.
Bioinformatics and Biomedical Engineering - 9th International Work-Conference, IWBBIO 2022, Maspalomas, Gran Canaria, Spain, June 27-30, 2022, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño
2022 — ed.
Bioinformatics and Biomedical Engineering - 9th International Work-Conference, IWBBIO 2022, Maspalomas, Gran Canaria, Spain, June 27-30, 2022, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño
2022 — conf
COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model.
IWBBIO (1)
Sergio Ortiz, Juan Carlos Morales, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas
2022 — conf
Gene Expression Tools from a Technical Perspective: Current Approaches and Alternative Solutions for the KnowSeq Suite.
IWBBIO (1)
Daniel Castillo-Secilla, Daniel Redondo-Sánchez, Luis Javier Herrera, Ignacio Rojas, Alberto Guillén
2021 — ed.
Bioengineering and Biomedical Signal and Image Processing - First International Conference, BIOMESIP 2021, Meloneras, Gran Canaria, Spain, July 19-21, 2021, Proceedings
BIOMESIP
Ignacio Rojas, Daniel Castillo-Secilla, Luis Javier Herrera, Héctor Pomares
2021 — conf
COVID-19 Biomarkers Detection Using 'KnowSeq' R Package.
BIOMESIP
Javier Bajo-Morales, Daniel Castillo-Secilla, Luis Javier Herrera, Ignacio Rojas
2021 — conf
COVID-19 Detection Method from Chest CT Scans via the Fusion of Slice Information and Lung Segmentation.
BIOMESIP
Jesús Toledano Pavón, Juan Carlos Morales Vega, Francisco Carrillo-Perez, Luis Javier Herrera, Ignacio Rojas
2021 — conf
Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer.
BIOMESIP
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
2021 J jnl
Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals.
Neural Comput. Appl.
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
2021 J jnl
KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge.
Comput. Biol. Medicine
Daniel Castillo-Secilla, Juan Manuel Galvez, Francisco Carrillo-Perez, Marta Verona-Almeida, Daniel Redondo-Sánchez, Francisco M. Ortuño Guzman, Luis Javier Herrera, Ignacio Rojas
2021 J jnl
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion.
BMC Bioinform.
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Yésica Molina-Castro, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
2020 J jnl
A Comparative Analysis of Machine Learning Techniques for Muon Count in UHECR Extensive Air-Showers.
Entropy
Alberto Guillén, José Martínez, Juan Miguel Carceller, Luis Javier Herrera
2020 — ed.
Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Granada, Spain, May 6-8, 2020, Proceedings
IWBBIO
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño Guzman
2020 J jnl
Composition Classification of Ultra-High Energy Cosmic Rays.
Entropy
Luis Javier Herrera, Carlos José Todero Peixoto, Oresti Baños, Juan Miguel Carceller, Francisco Carrillo-Perez, Alberto Guillén
2020 — conf
Enhancing Breast Cancer Classification via Information and Multi-model Integration.
IWBBIO
Juan Carlos Morales, Francisco Carrillo-Perez, Daniel Castillo-Secilla, Ignacio Rojas, Luis Javier Herrera
2020 J jnl
Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets.
IEEE J. Biomed. Health Informatics
Juan Manuel Galvez, Daniel Castillo-Secilla, Luis Javier Herrera, Olga Valenzuela, Octavio Caba, José C. Prados, Francisco M. Ortuño Guzman, Ignacio Rojas
2019 — conf
Feature Selection and Assessment of Lung Cancer Sub-types by Applying Predictive Models.
IWANN (2)
Sara González, Daniel Castillo, Juan Manuel Galvez, Ignacio Rojas, Luis Javier Herrera
2019 — conf
Improving Classification of Ultra-High Energy Cosmic Rays Using Spacial Locality by Means of a Convolutional DNN.
IWANN (1)
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
2019 — conf
Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows.
IWANN (1)
Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga
2017 — conf
Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching Applications.
UCAmI
Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos
2017 — conf
Breast Cancer Microarray and RNASeq Data Integration Applied to Classification.
IWANN (1)
Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Ignacio Rojas
2017 — conf
Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification.
ICIC (2)
Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
2017 — conf
Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification.
IWANN (1)
Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
2017 J jnl
Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling.
BMC Bioinform.
Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Belén San Román, Fernando Rojas, Ignacio Rojas
2017 — conf
Ontological modeling of motivational messages for physical activity coaching.
PervasiveHealth
Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos
2016 J jnl
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis.
Int. J. Intell. Syst.
Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Francisco J. Liébana-Cabanillas
2016 J jnl
Variable selection for payment in social networks: Introducing the Hy-index.
Comput. Hum. Behav.
Francisco J. Liébana-Cabanillas, Luis Javier Herrera, Alberto Guillén
2015 — conf
Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection.
IWANN (2)
Luis Javier Herrera, Alberto Guillén, Rubén Martínez, Carlos García, Héctor Pomares, Oresti Baños, Ignacio Rojas Ruiz
2015 J jnl
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition.
Neural Process. Lett.
Oresti Baños, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga
2015 — conf
Multiwindow Fusion for Wearable Activity Recognition.
IWANN (2)
Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee
2015 — conf
On the Development of a Real-Time Multi-sensor Activity Recognition System.
IWAAL
Oresti Banos, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Sungyoung Lee
2015 — conf
Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment.
IWANN (2)
Alberto Guillén, Luis Javier Herrera, Francisco J. Liébana-Cabanillas, Oresti Baños, Ignacio Rojas
2014 — conf
Advances in bioinformatics using soft-computing paradigms.
IWBBIO
Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman, José Luis Bernier, María José Saéz-Lara, Belén San Román, Luis Javier Herrera, Alberto Guillén, Ignacio Rojas
2014 — conf
Evaluating the effects of signal segmentation on activity recognition.
IWBBIO
Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
2014 J jnl
Fast Feature Selection in a GPU Cluster Using the Delta Test.
Entropy
Alberto Guillén, M. Isabel García Arenas, Mark van Heeswijk, Dusan Sovilj, Amaury Lendasse, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
2014 — conf
Predictive algorithms for determination of reflectance data from quantity of pigments within experimental dental resin composites.
IWBBIO
Razvan Ghinea, Oscar E. Pecho, Luis Javier Herrera, Ana Maria Ionescu, Juan de la Cruz Cardona, Maria Purificacion Sanchez Sanchez, Rade D. Paravina, Maria del Mar Pérez
2013 J jnl
Analysing user trust in electronic banking using data mining methods.
Expert Syst. Appl.
Francisco J. Liébana-Cabanillas, Rafael Nogueras, Luis Javier Herrera, Alberto Guillén
2013 — conf
Classification of MRI Images for Alzheimer's Disease Detection.
SocialCom
Luis Javier Herrera, Ignacio Rojas, Héctor Pomares, Alberto Guillén, Olga Valenzuela, Oresti Baños
2013 C conf
Color Fuzzy Set Design for dental applications.
ISDA
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
2013 J jnl
Combination of Heterogeneous EEG Feature Extraction Methods and stacked Sequential Learning for Sleep Stage Classification.
Int. J. Neural Syst.
Luis Javier Herrera, Carlos M. Fernandes, Antonio Miguel Mora, Daria Migotina, Rogerio Largo, Alberto Guillén, Agostinho C. Rosa
2013 C conf
Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG.
ISDA
Olga Valenzuela, Fernando J. Rojas, Luis Javier Herrera, Francisco M. Ortuño Guzman, Héctor Pomares, Ignacio Rojas Ruiz
2013 — conf
Intelligent Systems to Autonomously Classify Several Arrhythmia Using Information from ECG.
SocialCom
Olga Valenzuela, Fernando J. Rojas, Luis Javier Herrera, Francisco M. Ortuño Guzman, Oresti Baños, Gonzalo Ruiz, Hind Tribak, Héctor Pomares, Ignacio Rojas Ruiz
2013 J jnl
New Online Self-Evolving Neuro Fuzzy controller based on the TaSe-NF model.
Inf. Sci.
Ana Belén Cara, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
2013 — conf
Parametric and Non-parametric Feature Selection for Kidney Transplants.
IWANN (2)
Raimundo Garcia-del-Moral, Alberto Guillén, Luis Javier Herrera, Antonio Cañas, Ignacio Rojas
2013 — conf
Sleep Stage Classification Using Advanced Intelligent Methods.
IWANN (1)
José Manuel Sánchez Pascualvaca, Carlos M. Fernandes, Alberto Guillén, Antonio Miguel Mora, Rogerio Largo, Agostinho C. Rosa, Luis Javier Herrera
2013 — conf
Using intelligent system for medical decision-making to magnetic resonance imaging.
IWBBIO
Olga Valenzuela, Francisco M. Ortuño Guzman, Fernando Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén
2012 — ch.
Evolutive Approaches for Variable Selection Using a Non-parametric Noise Estimator.
Parallel Architectures and Bioinspired Algorithms
Alberto Guillén, Dusan Sovilj, Mark van Heeswijk, Luis Javier Herrera, Amaury Lendasse, Héctor Pomares, Ignacio Rojas
2012 J jnl
Selecting Negative Samples for PPI Prediction Using Hierarchical Clustering Methodology.
J. Appl. Math.
José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Javier Perez-Florido, Olga Valenzuela
2012 J jnl
Using machine learning techniques and genomic/proteomic information from known databases for defining relevant features for PPI classification.
Comput. Biol. Medicine
José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, J. P. Florido, Olga Valenzuela, Maria del Mar Cepero
2011 J jnl
Global and local modelling in RBF networks.
Neurocomputing
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
2011 J jnl
Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection.
Neurocomputing
José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Julio Ortega Lopera, Alberto Prieto
2011 C conf
Symbolic representation of the EEG for sleep stage classification.
ISDA
Luis Javier Herrera, Antonio Miguel Mora, Carlos M. Fernandes, Daria Migotina, Alberto Guillén, Agostinho C. Rosa
2011 J jnl
The TaSe-NF model for function approximation problems: Approaching local and global modelling.
Fuzzy Sets Syst.
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Olga Valenzuela
2011 Misc conf
Using Machine Learning Techniques and Genomic/Proteomic Information from Known Databases for PPI Prediction.
PACBB
José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, J. P. Florido, Francisco M. Ortuño Guzman
2011 C conf
Using Takagi-Sugeno-Kang approximation fuzzy logic for evaluating the performance of color difference formulas in dentistry.
ISDA
Razvan Ghinea, Juan de la Cruz Cardona, Ana Maria Ionescu, Maria del Mar Pérez, Luis Javier Herrera
2011 — conf
Variable Selection in a GPU Cluster Using Delta Test.
IWANN (1)
Alberto Guillén, Mark van Heeswijk, Dusan Sovilj, Maribel García Arenas, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
2010 B conf
Applying support vector machines and mutual information to book losses prediction.
IJCNN
Antonio Miguel Mora, Luis Javier Herrera, José Miguel Urquiza Ortiz, Ignacio Rojas, Juan Julián Merelo Guervós
2010 J jnl
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling.
Neurocomputing
Ginés Rubio, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén
2010 B conf
Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips.
IJCNN
Javier Perez-Florido, Héctor Pomares, Ignacio Rojas, José Miguel Urquiza Ortiz, Luis Javier Herrera, Manuel Gonzalo Claros
2010 J jnl
Local-global neuro-fuzzy system for color change modelling.
Int. J. Hybrid Intell. Syst.
Luis Javier Herrera, Maria del Mar Pérez, J. Santana, R. Pulgar, Jesús González, Héctor Pomares, Ignacio Rojas
2010 J jnl
New method for instance or prototype selection using mutual information in time series prediction.
Neurocomputing
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
2010 B conf
Predicting marital dissolutions using radial basis function neural networks.
IJCNN
Alberto Guillén, Carlos Tovar, Luis Javier Herrera, Héctor Pomares, Jesús González, José F. Guillén, Ignacio Rojas
2010 C conf
Sleeping with ants, SVMs, multilayer perceptrons and SOMs.
ISDA
Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa
2010 J jnl
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks.
Neural Comput. Appl.
Alberto Guillén, F. G. del Moral, Luis Javier Herrera, Ginés Rubio, Ignacio Rojas, Olga Valenzuela, Héctor Pomares
2009 C conf
A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching Using Vita Classical Shades.
ISDA
Luis Javier Herrera, Maria del Mar Pérez, J. Santana, R. Pulgar, Jesús González, Héctor Pomares, Ignacio Rojas Ruiz
2009 — ch.
A Hybrid Promoter Analysis Methodology for Prokaryotic Genomes.
Fuzzy Systems in Bioinformatics and Computational Biology
Oscar Harari, Luis Javier Herrera, Igor Zwir
2009 B conf
Applying Mutual Information for Prototype or Instance Selection in Regression Problems.
ESANN
Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas
2009 — conf
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error.
ICANN (2)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guillén
2009 — conf
Global and Local Modelling in Radial Basis Functions Networks.
IWANN (1)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza
2009 — ch.
Intelligent Classifier for Atrial Fibrillation (ECG).
Encyclopedia of Artificial Intelligence
Olga Valenzuela, Ignacio Rojas, F. Rojas, Alberto Guillén, Luis Javier Herrera, Fernando J. Rojas, Maria del Mar Cepero
2009 J jnl
Intelligent System Based on Genetic Programming for Atrial Fibrillation Classification.
Appl. Artif. Intell.
Olga Valenzuela, Ignacio Rojas, Francisco Javier Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén
2009 — conf
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection.
IWANN (1)
José M. Urquiza, Ignacio Rojas, Héctor Pomares, J. P. Florido, Ginés Rubio, Luis Javier Herrera, José C. Calvo, Julio Ortega Lopera
2009 — conf
Prediction of protein-protein interactions in yeast using SVMs with genomics/proteomics information and feature selection.
ISCIS
José Miguel Urquiza Ortiz, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, Ginés Rubio, J. P. Florido
2009 C conf
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks.
ISDA
Alberto Guillén, A. M. Trujillo, Samuel F. Romero, Ginés Rubio, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, José F. Guillén
2009 — conf
Strengthening the Forward Variable Selection Stopping Criterion.
ICANN (2)
Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Ben Paechter, Alberto Guillén, Ignacio Rojas
2008 J jnl
Hybridization of intelligent techniques and ARIMA models for time series prediction.
Fuzzy Sets Syst.
Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, Luisa Marquez, Miguel Pasadas
2008 J jnl
Soft-computing techniques and ARMA model for time series prediction.
Neurocomputing
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Luisa Marquez, Miguel Pasadas
2008 J jnl
Studying possibility in a clustering algorithm for RBFNN design for function approximation.
Neural Comput. Appl.
Alberto Guillén, Héctor Pomares, Ignacio Rojas, Jesús González, Luis Javier Herrera, Fernando Rojas, Olga Valenzuela
2007 — conf
A First Approach to Birth Weight Prediction Using RBFNNs.
IWINAC (1)
Alberto Guillén, Ignacio Rojas Ruiz, Jesús González, Héctor Pomares, Luis Javier Herrera
2007 B conf
A New Multiobjective RBFNNs Designer and Feature Selector for a Mineral Reduction Application.
FUZZ-IEEE
Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Francisco Fernández
2007 — conf
Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization.
ICANNGA (1)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter
2007 J jnl
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms.
Int. J. Approx. Reason.
Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, José M. Palomares, Fernando Rojas
2007 Misc conf
Kernel Methods Applied to Time Series Forecasting.
IWANN
Ginés Rubio, Héctor Pomares, Luis Javier Herrera, Ignacio Rojas
2007 J jnl
Multigrid-based fuzzy systems for time series prediction: CATS competition.
Neurocomputing
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad, Ana Herrera
2007 — conf
On Incorporating Seasonal Information on Recursive Time Series Predictors.
ICANN (2)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio
2007 J jnl
Output value-based initialization for radial basis function neural networks.
Neural Process. Lett.
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Fernando Rojas
2007 Misc conf
Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems.
IWANN
Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto
2007 J jnl
Recursive prediction for long term time series forecasting using advanced models.
Neurocomputing
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Alberto Prieto, Olga Valenzuela
2007 J jnl
Using fuzzy logic to improve a clustering technique for function approximation.
Neurocomputing
Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
2006 — conf
A Fuzzy-Possibilistic Fuzzy Ruled Clustering Algorithm for RBFNNs Design.
RSCTC
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto
2006 J jnl
Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time.
Fuzzy Sets Syst.
Ignacio Rojas, Héctor Pomares, Jesús González, Luis Javier Herrera, Alberto Guillén, Fernando Rojas Ruiz, Olga Valenzuela
2006 — conf
Effective Input Variable Selection for Function Approximation.
ICANN (1)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Michel Verleysen, Alberto Guillén
2006 — conf
Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation.
Australian Conference on Artificial Intelligence
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter
2006 — conf
Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction.
ICNC (1)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Francisco Fernández
2006 B conf
Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems.
IJCNN
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto
2005 — conf
A Possibilistic Approach to RBFN Centers Initialization.
RSFDGrC (2)
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
2005 C conf
Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation.
ECSQARU
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Olga Valenzuela
2005 Misc conf
Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach.
IWANN
Mohammed Awad, Héctor Pomares, Luis Javier Herrera, Jesús González, Alberto Guillén, Fernando Rojas
2005 Misc conf
Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models.
IWANN
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad
2005 Misc conf
Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm.
IWANN
Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto
2005 Misc conf
Input Variable Selection in Hierarchical RBF Networks.
IWANN
Mohammed Awad, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto
2005 — conf
Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model.
RSFDGrC (1)
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Jesús González
2005 Misc conf
Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach.
IWANN
Tobias Jung, Luis Javier Herrera, Bernhard Schölkopf
2005 C conf
New Technique for Initialization of Centres in TSK Clustering-Based Fuzzy Systems.
ECSQARU
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González
2005 Misc conf
TaSe Model for Long Term Time Series Forecasting.
IWANN
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Olga Valenzuela, Alberto Prieto
2005 J jnl
TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy.
Fuzzy Sets Syst.
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Alberto Prieto
2005 — conf
Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals.
IWINAC (2)
Alberto Guillén, Ignacio Rojas, Eduardo Ros, Luis Javier Herrera
2004 B conf
Fine control of monotonic systems using a global self-learning adaptive fuzzy controller.
FUZZ-IEEE
Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Jesús González, Alberto Prieto
2004 — conf
Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning.
MICAI
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Jesús González, Olga Valenzuela
2004 — conf
MultiGrid-Based Fuzzy Systems for Function Approximation.
MICAI
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Mohammed Awad
2004 B conf
MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality.
ESANN
Luis Javier Herrera, Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, Jesús González, Mohammed Awad
2004 B conf
Multigrid-based fuzzy systems for time series prediction: CATS competition.
IJCNN
Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Jesús González, Mohammed Awad, Ana Herrera
2004 — conf
The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction.
MICAI
Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Jesús González, Olga Valenzuela