Ignacio Rojas

285 papers A 1B 24C 6Misc 16Journal 98Unranked 101
YearRankTypeTitle / Venue / Authors
2026 — ed.
Advances in Computational Intelligence - 18th International Work-Conference on Artificial Neural Networks, IWANN 2025, A Coruña, Spain, June 16-18, 2025, Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya, Andreu Català
2026 — ed.
Advances in Computational Intelligence - 18th International Work-Conference on Artificial Neural Networks, IWANN 2025, A Coruña, Spain, June 16-18, 2025, Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya, Andreu Català
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
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 — 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 — conf
Deep Learning-Based Breast Cancer Subtype Classification from Whole-Slide Images: Leveraging the BRACS Dataset.
IWBBIO (2)
Nerea Hernández, Francisco Carrillo-Perez, Francisco M. Ortuño, Ignacio Rojas
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
Nowcasting, Doping and Discriminating Energy Generation of Photovoltaic Systems Using Regression Models of Adversarial Networks.
UCAmI
Javier Medina Quero, Guillermo Almonacid, Ignacio Rojas, Chris D. Nugent, Gabino Almonacid, Aurora Polo Rodríguez
2023 J jnl
Advances and challenges in Bioinformatics and Biomedical Engineering: IWBBIO 2020.
BMC Bioinform.
Olga Valenzuela, Mario Cannataro, Irena Rusur, Jianxin Wang, Zhongming Zhao, Ignacio Rojas
2023 — ed.
Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya, Andreu Català
2023 — ed.
Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya, Andreu Català
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
Multi-classification of Alzheimer's Disease by NSGA-II Slices Optimization and Fusion Deep Learning.
WIVACE
Ignacio Rojas-Valenzuela, Ignacio Rojas, Elvira Delgado-Márquez, Olga Valenzuela
2023 J jnl
New Advances in Artificial Neural Networks and Machine Learning Techniques.
Neural Process. Lett.
Olga Valenzuela, Andreu Català, Davide Anguita, Ignacio Rojas
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 J jnl
Design and Application of Automated Algorithms for Diagnosis and Treatment Optimization in Neurodegenerative Diseases.
Neuroinformatics
Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Marta Blázquez, Lydia Nader, Javier Sol, Fernando Seijo
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 J jnl
Advanced neural network systems for solving complex real problems.
Neural Process. Lett.
Olga Valenzuela, Fernando Rojas, Ignacio Rojas
2021 — ed.
Advances in Computational Intelligence - 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16-18, 2021, Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya, Andreu Català
2021 — ed.
Advances in Computational Intelligence - 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16-18, 2021, Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya, Andreu Català
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 — conf
Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer's Disease Stages Based on MRI Images.
IWANN (1)
Tim Rörup, Ignacio Rojas, Héctor Pomares, Peter Glösekötter
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
2021 J jnl
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning.
Neural Process. Lett.
Oresti Banos, Alberto Calatroni, Miguel Damas, Héctor Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga
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
Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017.
Neural Process. Lett.
Olga Valenzuela, Fernando Rojas, Ignacio Rojas
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
Main findings and advances in bioinformatics and biomedical engineering- IWBBIO 2018.
BMC Bioinform.
Olga Valenzuela, Fernando Rojas, Ignacio Rojas, Peter Glösekötter
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 — ed.
Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya, Andreu Català
2019 — ed.
Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya, Andreu Català
2019 — ed.
Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman
2019 — ed.
Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman
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 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
2018 — ed.
Bioinformatics and Biomedical Engineering - 6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25-27, 2018, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Francisco M. Ortuño Guzman
2018 — ed.
Bioinformatics and Biomedical Engineering - 6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25-27, 2018, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Francisco M. Ortuño Guzman
2018 J jnl
Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment.
Int. J. Neural Syst.
Olga Valenzuela, Xiaoyi Jiang, Antonio Carrillo, Ignacio Rojas
2018 — conf
Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes.
IWBBIO (2)
Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Fernando Seijo
2018 — conf
Ubiquitous Assessment of the Recovery of Cancer Patients Using Consumer-Level Activity Trackers.
UCAmI
Salvador Moreno, Miguel Damas, Ignacio Rojas, Victor Amezcua, Pilar Gutierrez-Pastor, Oresti Baños
2018 — conf
Wearable Intelligent System for the Diagnosis of Cardiac Diseases Working in Real Time and with Low Energy Cost.
UCAmI
Olga Valenzuela, Beatriz Prieto, Elvira Delgado-Márquez, Héctor Pomares, Ignacio Rojas
2017 — ed.
Advances in Computational Intelligence - 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya, Andreu Català
2017 — ed.
Advances in Computational Intelligence - 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya, Andreu Català
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 — ed.
Bioinformatics and Biomedical Engineering - 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, Proceedings, Part I
IWBBIO (1)
Ignacio Rojas, Francisco M. Ortuño Guzman
2017 — ed.
Bioinformatics and Biomedical Engineering - 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, Proceedings, Part II
IWBBIO (2)
Ignacio Rojas, Francisco M. Ortuño Guzman
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 J jnl
MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition.
Neurocomputing
Claudia Villalonga, Héctor Pomares, Ignacio Rojas, Oresti Banos
2017 — conf
Mobile Health System for Evaluation of Breast Cancer Patients During Treatment and Recovery Phases.
IWBBIO (2)
Joaquin Ollero, José Antonio Moral-Muñoz, Ignacio Rojas, Oresti Baños
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
2017 J jnl
Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP).
Sensors
Francisco J. Estévez, Jesús González, Peter Glösekötter, Olga Valenzuela, Ignacio Rojas
2017 B conf
The non-singleton fuzzification operation for general forms of interval type-2 fuzzy logic systems.
FUZZ-IEEE
Gonzalo Ruiz, Héctor Pomares, Ignacio Rojas, Hani Hagras
2016 — ed.
Bioinformatics and Biomedical Engineering - 4th International Conference, IWBBIO 2016, Granada, Spain, April 20-22, 2016, Proceedings
IWBBIO
Francisco M. Ortuño Guzman, Ignacio Rojas
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 — conf
Fine-Tuning the DARP Wireless Sensor Routing Protocol.
UCAmI (2)
Francisco J. Estévez, Jesús González, Peter Glösekötter, Ignacio Rojas
2016 J jnl
Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships.
IEEE Trans. Fuzzy Syst.
Gonzalo Ruiz, Hani Hagras, Héctor Pomares, Ignacio Rojas, Humberto Bustince
2016 J jnl
Neural networks: An overview of early research, current frameworks and new challenges.
Neurocomputing
Alberto Prieto, Beatriz Prieto, Eva M. Ortigosa, Eduardo Ros, Francisco J. Pelayo, Julio Ortega, Ignacio Rojas
2016 J jnl
Ontology-Based High-Level Context Inference for Human Behavior Identification.
Sensors
Claudia Villalonga, Muhammad Asif Razzaq, Wajahat Ali Khan, Héctor Pomares, Ignacio Rojas, Sungyoung Lee, Oresti Baños
2016 — conf
Towards a Framework for Singleton General Forms of Interval Type-2 Fuzzy Systems.
WILF
Gonzalo Ruiz-García, Hani Hagras, Ignacio Rojas, Héctor Pomares
2016 B conf
Towards general forms of interval type-2 fuzzy logic systems.
FUZZ-IEEE
Gonzalo Ruiz, Héctor Pomares, Ignacio Rojas, Hani Hagras
2015 J jnl
Advances in Artificial Neural Networks and Computational Intelligence - Special Issue of IWANN 2013.
Neural Process. Lett.
Ignacio Rojas, Joan Cabestany, Andreu Català
2015 — ed.
Advances in Computational Intelligence - 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català
2015 — ed.
Advances in Computational Intelligence - 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català
2015 — ed.
Bioinformatics and Biomedical Engineering - Third International Conference, IWBBIO 2015, Granada, Spain, April 15-17, 2015. Proceedings, Part I
IWBBIO (1)
Francisco M. Ortuño Guzman, Ignacio Rojas
2015 — ed.
Bioinformatics and Biomedical Engineering - Third International Conference, IWBBIO 2015, Granada, Spain, April 15-17, 2015. Proceedings, Part II
IWBBIO (2)
Francisco M. Ortuño Guzman, Ignacio Rojas
2015 J jnl
Comparing different machine learning and mathematical regression models to evaluate multiple sequence alignments.
Neurocomputing
Francisco M. Ortuño Guzman, Olga Valenzuela, Beatriz Prieto, María José Saéz-Lara, Carolina Torres, Héctor Pomares, Ignacio Rojas
2015 — conf
Facilitating trunk endurance assessment by means of mobile health technologies.
UbiComp/ISWC Adjunct
Oresti Baños, Jae Hun Bang, Dong Uk Kang, Choong Seon Hong, Sungyoung Lee, José Antonio Moral-Muñoz, Miguel Damas, Ignacio Diaz Reyes, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Manuel Arroyo Morales
2015 — conf
High-Level Context Inference for Human Behavior Identification.
IWAAL
Claudia Villalonga, Oresti Banos, Wajahat Ali Khan, Taqdir Ali, Muhammad Asif Razzaq, Sungyoung Lee, Héctor Pomares, Ignacio Rojas
2015 — conf
Integrative gene expression analysis of lung cancer based on a technology-merging approach.
EUROCON
J. M. Soto, Francisco M. Ortuño Guzman, Ignacio Rojas
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
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
2015 J jnl
Special issue on advances in computational intelligence and machine learning (IWANN 2013).
Soft Comput.
Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany
2015 J jnl
mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment.
Sensors
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
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 J jnl
Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition.
Sensors
Oresti Baños, Máté Attila Tóth, Miguel Damas, Héctor Pomares, Ignacio Rojas
2014 — conf
Development of Soft-Computing techniques capable of diagnosing Alzheimers Disease in its pre-clinical stage combining MRI and FDG-PET images.
IWBBIO
Olga Valenzuela, Belén San Román, Francisco M. Ortuño Guzman, José Luis Bernier Villamor, María José Saéz-Lara, Fernando Rojas, 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 — ed.
International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2014, Granada, Spain, April 7-9, 2014.
IWBBIO
Ignacio Rojas, Francisco M. Ortuño Guzman
2014 J jnl
Window Size Impact in Human Activity Recognition.
Sensors
Oresti Baños, Juan Manuel Galvez, Miguel Damas, Héctor Pomares, Ignacio Rojas
2013 — conf
A New Method for BCI Spelling Using a 7 Segments Display.
IWANN (2)
N. Galea-Sevilla, Miriam España, Alberto Guillén, Ignacio Rojas
2013 — conf
Activity Recognition Based on a Multi-sensor Meta-classifier.
IWANN (2)
Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas
2013 — ed.
Advances in Computational Intelligence - 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013, Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany
2013 — ed.
Advances in Computational Intelligence - 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013, Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany
2013 J jnl
Advances in computational intelligence.
Soft Comput.
Ignacio Rojas, Joan Cabestany I. Moncusi, Gonzalo Joya Caparrós
2013 J jnl
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.
Neurocomputing
Javier Perez-Florido, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Francisco M. Ortuño Guzman, José M. Urquiza
2013 B conf
Automatic knot adjustment for b-spline smoothing approximation using improved clustering algorithm.
FUZZ-IEEE
Olga Valenzuela, Miguel Pasadas, Ignacio Rojas, Alberto Guillén, Héctor Pomares
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 — conf
Determining the most suitable multiple sequence alignment methodology by using a set of heterogeneous biological features.
IWBBIO
Francisco M. Ortuño Guzman, Olga Valenzuela, Héctor Pomares, Ignacio Rojas
2013 — conf
Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features.
IWANN (2)
Francisco M. Ortuño Guzman, Olga Valenzuela, Héctor Pomares, Ignacio Rojas
2013 — conf
Handling Displacement Effects in On-Body Sensor-Based Activity Recognition.
IWAAL
Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas
2013 J jnl
Innovative Strategy to Improve Precision and to Save Power of a Real-Time Control Process Using an Online Adaptive Fuzzy Logic Controller.
Adv. Fuzzy Syst.
Rafik Lasri, Ignacio Rojas, Héctor Pomares, Olga Valenzuela
2013 — ed.
International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2013, Granada, Spain, March 18-20, 2013. Proceedings
IWBBIO
Ignacio Rojas, Francisco M. Ortuño Guzman
2013 J jnl
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst.
Ana Belén Cara, Christian Wagner, Hani Hagras, Héctor Pomares, Ignacio Rojas
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
Optimal Knots Allocation in Smoothing Splines using intelligent system. Application in bio-medical signal processing. .
IWBBIO
Olga Valenzuela, Miguel Pasadas, Francisco M. Ortuño Guzman, Ignacio Rojas
2013 J jnl
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns.
Bioinform.
Francisco M. Ortuño Guzman, Olga Valenzuela, Fernando Rojas, Héctor Pomares, Javier Perez-Florido, José M. Urquiza, 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
PhysioDroid: an app for physiological data monitoring.
IWBBIO
Oresti Baños, Miguel Damas, Peter Gloessekoetter, Andreas Hermes, Hendrik Mende, Héctor Pomares, Ignacio Rojas
2013 J jnl
Preface.
Neural Process. Lett.
Juan-Manuel Moreno Aróstegui, Joan Cabestany, Ignacio Rojas
2013 J jnl
Simulation of a New Self-Structured Fuzzy Controller Applied to a Temperature Control Process.
Int. J. Appl. Evol. Comput.
Rafik Lasri, Ignacio Rojas, Héctor Pomares, Mohamed Nemiche
2013 J jnl
Using cited references to improve the retrieval of related biomedical documents.
BMC Bioinform.
Francisco M. Ortuño Guzman, Ignacio Rojas, Miguel A. Andrade-Navarro, Jean-Fred Fontaine
2012 Misc conf
A benchmark dataset to evaluate sensor displacement in activity recognition.
UbiComp
Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas, Máté Attila Tóth, Oliver Amft
2012 J jnl
A deterministic model selection scheme for incremental RBFNN construction in time series forecasting.
Neural Comput. Appl.
J. P. Florido, Héctor Pomares, Ignacio Rojas, José M. Urquiza, M. A. Lopez-Gordo
2012 — conf
A novel policy to reduce the electrical cost of a real time control process using an on-line Adaptive Fuzzy Logic Controller.
ICMCS
Rafik Lasri, Ignacio Rojas, Héctor Pomares
2012 — conf
Advanced system for automously classify brain MRI in neurodegenerative disease.
ICMCS
Francisco Estella, Blanca L. Delgado-Márquez, Pablo Rojas, Olga Valenzuela, Belén San Román, Ignacio Rojas
2012 B conf
Advanced systems in medical decision-making using intelligent computing. Application to magnetic resonance imaging.
IJCNN
David Jaramillo, Ignacio Rojas, Olga Valenzuela, Ignacio Garcia, Alberto Prieto
2012 J jnl
An enhanced clustering function approximation technique for a radial basis function neural network.
Math. Comput. Model.
Héctor Pomares, Ignacio Rojas, Mohammed Awad, Olga Valenzuela
2012 — conf
Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking.
IS-MiS
Francisco J. Liébana-Cabanillas, Rafael Nogueras, Francisco Muñoz-Leiva, Ignacio Rojas, Alberto Guillén
2012 J jnl
Daily living activity recognition based on statistical feature quality group selection.
Expert Syst. Appl.
Oresti Baños, Miguel Damas, Héctor Pomares, Alberto Prieto, Ignacio Rojas
2012 J jnl
Evaluating Fluorescence Illumination Techniques for Skin Lesion Diagnosis.
Appl. Artif. Intell.
Suhail M. Odeh, Francisco de Toro, Ignacio Rojas, María José Saéz-Lara
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 Misc conf
Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities.
ISWC
Oresti Baños, Alberto Calatroni, Miguel Damas, Héctor Pomares, Ignacio Rojas, Hesam Sagha, José del R. Millán, Gerhard Tröster, Ricardo Chavarriaga, Daniel Roggen
2012 J jnl
On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition.
Sensors
Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas
2012 B conf
Optimization of multiple sequence alignment methodologies using a multiobjective evolutionary algorithm based on NSGA-II.
IEEE Congress on Evolutionary Computation
Francisco M. Ortuño Guzman, Javier Perez-Florido, José M. Urquiza, Héctor Pomares, Alberto Prieto, 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 B conf
Self-evolving parameter-free Rule-based Controller.
FUZZ-IEEE
Pouria Sadeghi-Tehran, Ana Belén Cara, Plamen Angelov, Héctor Pomares, Ignacio Rojas, Alberto Prieto
2012 — conf
Statistical analysis of different artificial intelligent techniques applied to Intrusion Detection System.
ICMCS
Hind Tribak, Blanca L. Delgado-Márquez, Pablo Rojas, Olga Valenzuela, Héctor Pomares, Ignacio Rojas
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
A New Methodology for the Online Adaptation of Fuzzy Self-Structuring Controllers.
IEEE Trans. Fuzzy Syst.
Ana Belén Cara, Héctor Pomares, Ignacio Rojas
2011 — conf
A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process.
IJCCI (ECTA-FCTA)
Rafik Lasri, Ignacio Rojas, Héctor Pomares, Fernando Rojas
2011 J jnl
Accelerating network applications by distributed interfaces on heterogeneous multiprocessor architectures.
J. Supercomput.
Pablo Cascón, Andrés Ortiz, Julio Ortega Lopera, Antonio F. Díaz, Ignacio Rojas
2011 — ed.
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part I
IWANN (1)
Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós
2011 — ed.
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II
IWANN (2)
Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós
2011 — conf
Automatic Recognition of Daily Living Activities Based on a Hierarchical Classifier.
IWANN (2)
Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas
2011 Misc conf
Emerging Methodologies in Multiple Sequence Alignment Using High Throughput Data.
PACBB
Francisco M. Ortuño Guzman, Ignacio Rojas, Héctor Pomares, José M. Urquiza, J. P. Florido
2011 J jnl
Generating Balanced Learning and Test Sets for Function Approximation Problems.
Int. J. Neural Syst.
J. P. Florido, Héctor Pomares, Ignacio Rojas
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
Improving IPS by network processors.
J. Supercomput.
Pablo Cascón, Julio Ortega Lopera, Yan Luo, Eric Murray, Antonio F. Díaz, Ignacio Rojas
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 — conf
On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system.
T2FUZZ
Ana Belén Cara, Ignacio Rojas, Héctor Pomares, Christian Wagner, Hani Hagras
2011 — conf
Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network.
IWANN (2)
J. P. Florido, Héctor Pomares, Ignacio Rojas, José M. Urquiza, Francisco M. Ortuño Guzman
2011 B conf
Recognition of human physical activity based on a novel hierarchical weighted classification scheme.
IJCNN
Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas
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 — 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
Ambient living activity recognition based on feature-set ranking using intelligent systems.
IJCNN
Oresti Baños, Héctor Pomares, Ignacio Rojas
2010 — conf
An Algorithm for Online Self-organization of Fuzzy Controllers.
IEA/AIE (2)
Ana Belén Cara, Héctor Pomares, Ignacio Rojas
2010 — conf
Analysis of the Inducing Factors Involved in Stem Cell Differentiation Using Feature Selection Techniques, Support Vector Machines and Decision Trees.
IEA/AIE (1)
A. M. Trujillo, Ignacio Rojas, Héctor Pomares, Alberto Prieto, Beatriz Prieto, A. Aránega, Francisco Rodríguez, P. J. Álvarez-Aranega, José C. Prados
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 — conf
Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition.
IEA/AIE (2)
Oresti Baños, Héctor Pomares, Ignacio Rojas
2010 J jnl
Online self-evolving fuzzy controller with global learning capabilities.
Evol. Syst.
Ana Belén Cara, Héctor Pomares, Ignacio Rojas, Zsófia Lendek, Robert Babuska
2010 B conf
Online self-organizing adaptive fuzzy controller: Application to a nonlinear servo system.
FUZZ-IEEE
Ana Belén Cara, Zsófia Lendek, Robert Babuska, Héctor Pomares, 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 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 Multi-Threaded Network Interface Using Network Processors.
PDP
Pablo Cascón, Julio Ortega Lopera, Waseem M. Haider, Antonio F. Díaz, Ignacio Rojas
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 Misc conf
Assessing the Performance of an Offloaded IDS on Network Processors.
PDPTA
Pablo Cascón, Julio Ortega, Antonio F. Díaz, Ignacio Rojas
2009 — conf
Creation of Specific-to-Problem Kernel Functions for Function Approximation.
IWANN (1)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén
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
Efficient Parallel Feature Selection for Steganography Problems.
IWANN (1)
Alberto Guillén, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas
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
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems.
ICANN (1)
Alberto Guillén, Antti Sorjamaa, Ginés Rubio, Amaury Lendasse, Ignacio Rojas
2009 — conf
On Selecting the Best Pre-processing Method for Affymetrix Genechips.
IWANN (1)
J. P. Florido, Héctor Pomares, Ignacio Rojas, José C. Calvo, José M. Urquiza, M. Gonzalo Claros
2009 J jnl
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems.
Neurocomputing
Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Olga Valenzuela, Beatriz Prieto
2009 — conf
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.
HPCS
Ginés Rubio, Alberto Guillén, Héctor Pomares, Ignacio Rojas, Ben Paechter, Peter Glösekötter, C. I. Torres-Ceballos
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
Minimising the delta test for variable selection in regression problems.
Int. J. High Perform. Syst. Archit.
Alberto Guillén, Dusan Sovilj, Amaury Lendasse, Fernando Mateo, Ignacio Rojas
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 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 J jnl
A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks.
Soft Comput.
Antonio Jesús Rivera Rivas, Ignacio Rojas, Julio Ortega Lopera, María José del Jesus
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 Misc conf
CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm.
IWANN
M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, María José del Jesus, Ignacio Rojas
2007 J jnl
Guest Editorial Genetic Fuzzy Systems: What's Next? An Introduction to the Special Section.
IEEE Trans. Fuzzy Syst.
Oscar Cordón, Rafael Alcalá, Jesús Alcalá-Fdez, Ignacio Rojas
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 J jnl
Multi-objective evolution of fuzzy systems.
Soft Comput.
Jesús González, Ignacio Rojas, Héctor Pomares, Fernando Rojas, José M. Palomares
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 — conf
Skin Lesion Diagnosis Using Fluorescence Images.
ICIAR (2)
Suhail M. Odeh, Eduardo Ros, Ignacio Rojas, José M. Palomares
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 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.
IWINAC (2)
Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén
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
Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs.
IWANN
Antonio Jesús Rivera Rivas, Ignacio Rojas, Julio Ortega
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 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 J jnl
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C
Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas, Rubén Martín-Clemente
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 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
2003 — conf
A New Geometrical ICA-based Method for Blind Separation of Speech Signals.
IWANN (2)
Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas
2003 — conf
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing.
IWANN (2)
Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega
2003 — conf
Analysis of the Functional Block and Operator Involved in Fuzzy System Design.
CAEPIA
Olga Valenzuela, Lozano Márquez, Miguel Pasadas, Ignacio Rojas, Manuel Rodríguez, Fernando Rojas
2003 — conf
Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons.
IWANN (1)
Antonio Jesús Rivera Rivas, Julio Ortega, Ignacio Rojas, María José del Jesus
2003 — conf
Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks.
IWANN (1)
Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega
2003 — conf
Evolutionary Algorithm Using Mutual Information for Independent Component Analysis.
IWANN (2)
Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas
2003 J jnl
Evolving two-dimensional fuzzy systems.
Fuzzy Sets Syst.
Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Ignacio Rojas, Gustavo Romero, Pedro Ángel Castillo Valdivieso, J. Carpio
2003 J jnl
Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation.
IEEE Trans. Neural Networks
Jesús González, Ignacio Rojas, Julio Ortega Lopera, Héctor Pomares, Francisco Javier Fernández-Baldomero, Antonio F. Díaz
2003 Misc conf
Sequential Learning Algorithm of Neural Networks Systems for Time Series.
KI
Olga Valenzuela, Ignacio Rojas, Fernando Rojas
2003 Misc conf
Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning.
IbPRIA
Eduardo Ros, M. M. Rodríguez, Sonia Mota, José Luis Bernier, Ignacio Rojas, Carlos García Puntonet, Elmar Wolfgang Lang
2003 — conf
Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process.
WILF
Olga Valenzuela, Ignacio Rojas, Fernando Rojas
2003 — conf
Studying the Convergence of the CFA Algorithm.
IWANN (1)
Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega
2003 — conf
The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction.
CAEPIA
Ignacio Rojas, Fernando Rojas, Olga Valenzuela, Alberto Prieto
2002 J jnl
A new clustering technique for function approximation.
IEEE Trans. Neural Networks
Jesús González, Ignacio Rojas, Julio Ortega Lopera, Alberto Prieto
2002 J jnl
A two-stage approach to self-learning direct fuzzy controllers.
Int. J. Approx. Reason.
Héctor Pomares, Ignacio Rojas, Jesús González, Fernando Rojas, Miguel Damas, F. J. Fernández
2002 C conf
Evolutionary Training of Neuro-fuzzy Patches for Function Approximation.
ICANN
Jesús González, Ignacio Rojas, Héctor Pomares, Alberto Prieto, Karl Goser
2002 A conf
Evolutive Identification of Fuzzy Systems for Time-Series Prediction.
PPSN
Jesús González, Ignacio Rojas, Héctor Pomares
2002 B conf
Genetic algorithm approach to nonlinear blind source separation.
IEEE Congress on Evolutionary Computation
Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega, Arieto Prieto
2002 C conf
Neural Networks, Clustering Techniques, and Function Approximation Problems.
ICANN
Jesús González, Ignacio Rojas, Héctor Pomares
2002 — conf
New Methodology for Structure Identification of Fuzzy Controllers in Real Time.
IBERAMIA
Héctor Pomares, Ignacio Rojas, Jesús González
2002 C conf
SSA, SVD, QR-cp, and RBF Model Reduction.
ICANN
Moisés Salmerón, Julio Ortega, Carlos García Puntonet, Alberto Prieto, Ignacio Rojas
2002 J jnl
Statistical analysis of the main parameters involved in the design of a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C
Ignacio Rojas, Jesús González, Héctor Pomares, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero
2002 J jnl
Statistical analysis of the parameters of a neuro-genetic algorithm.
IEEE Trans. Neural Networks
Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Ignacio Rojas, Gustavo Romero
2002 J jnl
Structure identification in complete rule-based fuzzy systems.
IEEE Trans. Fuzzy Syst.
Héctor Pomares, Ignacio Rojas, Jesús González, Alberto Prieto
2002 B conf
Structure identification of fuzzy controllers in real time.
FUZZ-IEEE
Héctor Pomares, Ignacio Rojas, Jesús González
2002 J jnl
Time series analysis using normalized PG-RBF network with regression weights.
Neurocomputing
Ignacio Rojas, Héctor Pomares, José Luis Bernier, Julio Ortega Lopera, Begoña Pino, Francisco J. Pelayo, Alberto Prieto
2002 J jnl
Web newspaper layout optimization using simulated annealing.
IEEE Trans. Syst. Man Cybern. Part B
Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón, Juan Julián Merelo Guervós
2001 B conf
A Method for Structure Identification in Complete Rule-based Fuzzy Systems.
FUZZ-IEEE
Héctor Pomares, Ignacio Rojas, Jesús González, Alberto Prieto
2001 B conf
A New Sequential Learning Algorithm Using Pseudo-gaussian Functions for Neuro-fuzzy Systems.
FUZZ-IEEE
Ignacio Rojas, Héctor Pomares, Jesús González, Peter Glösekötter, J. Diestuhl, Karl Goser
2001 — conf
A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time.
IWANN (1)
Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas
2001 J jnl
A Quantitative Study of Fault Tolerance, Noise Immunity, and Generalization Ability of MLPs.
Neural Comput.
José Luis Bernier, Julio Ortega Lopera, Eduardo Ros Vidal, Ignacio Rojas, Alberto Prieto
2001 B conf
An Enhanced Self-organizing Controller for Real-time Process-control Applications.
FUZZ-IEEE
Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas, Alberto Prieto
2001 — conf
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks.
IWANN (1)
Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón
2001 B conf
Fine Tuning of Fuzzy of Fuzzy Controllers Using a Two-stage Algorithm.
FUZZ-IEEE
Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas, Alberto Prieto
2001 J jnl
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems.
Int. J. Approx. Reason.
Ignacio Rojas, Jesús González, Héctor Pomares, Fernando Rojas, F. J. Fernández, Alberto Prieto
2001 J jnl
Optimization of web newspaper layout in real time.
Comput. Networks
Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón, Alberto Prieto, Juan Julián Merelo Guervós
2001 — conf
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules.
IWANN (1)
Antonio Jesús Rivera Rivas, Julio Ortega, Ignacio Rojas, Alberto Prieto
2001 — conf
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting.
IWANN (1)
Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega
2001 — conf
Separation of Sources Based on the Partitioning of the Space of Observations.
IWANN (2)
Manuel Rodríguez Álvarez, Carlos García Puntonet, Ignacio Rojas
2000 — conf
A New Radial Basis Function Networks Structure: Application to Time Series Prediction.
IJCNN (4)
Ignacio Rojas, Héctor Pomares, Jesús González, Eduardo Ros, Moisés Salmerón, Julio Ortega, Alberto Prieto
2000 J jnl
A systematic approach to a self-generating fuzzy rule-table for function approximation.
IEEE Trans. Syst. Man Cybern. Part B
Héctor Pomares, Ignacio Rojas, Julio Ortega Lopera, Jesús González, Alberto Prieto
2000 J jnl
Analysis of the Functional Block Involved in the Design of Radial Basis Function Networks.
Neural Process. Lett.
Ignacio Rojas, Héctor Pomares, Jesús González, José Luis Bernier, Eduardo Ros Vidal, Francisco J. Pelayo, Alberto Prieto
2000 J jnl
Competitive and Temporal Inhibition Structures with Spiking Neurons.
Neural Process. Lett.
Eduardo Ros Vidal, Francisco J. Pelayo, P. Martin-Smith, Ignacio Rojas, David Palomar Sáez, Alberto Prieto
2000 J jnl
Improving the tolerance of multilayer perceptrons by minimizing the statistical sensitivity to weight deviations.
Neurocomputing
José Luis Bernier, Julio Ortega Lopera, Ignacio Rojas, Alberto Prieto
2000 J jnl
Obtaining Fault Tolerant Multilayer Perceptrons Using an Explicit Regularization.
Neural Process. Lett.
José Luis Bernier, Julio Ortega Lopera, Ignacio Rojas, Eduardo Ros Vidal, Alberto Prieto
2000 J jnl
Self-organized fuzzy system generation from training examples.
IEEE Trans. Fuzzy Syst.
Ignacio Rojas, Héctor Pomares, Julio Ortega Lopera, Alberto Prieto
2000 J jnl
Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights.
Int. J. Neural Syst.
Ignacio Rojas, Jesús González, Antonio Cañas, Antonio F. Díaz, Fernando Rojas, Manuel Rodríguez
2000 — conf
What are the Main Functional Block Involved in the Design of Adaptive Neuro-Fuzzy Inference Systems?
IJCNN (6)
Ignacio Rojas, José Luis Bernier, Manuel Rodríguez Álvarez, Alberto Prieto
1999 J jnl
A New Measurement of Noise Immunity and Generalization Ability for MLPs.
Int. J. Neural Syst.
José Luis Bernier, Julio Ortega, Eduardo Ros, Ignacio Rojas, Alberto Prieto
1999 — conf
A VLSI Approach for Spike Timing Coding.
IWANN (2)
Eduardo Ros Vidal, Francisco J. Pelayo, Ignacio Rojas, F. J. Fernández, Alberto Prieto
1999 — conf
An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations.
IWANN (2)
José Luis Bernier, Julio Ortega, M. M. Rodríguez, Ignacio Rojas, Alberto Prieto
1999 J jnl
An Accurate Measure for Multilayer Perceptron Tolerance to Weight Deviations.
Neural Process. Lett.
José Luis Bernier, Julio Ortega Lopera, M. M. Rodríguez, Ignacio Rojas, Alberto Prieto
1999 J jnl
New methodology for the development of adaptive and self-learning fuzzy controllers in real time.
Int. J. Approx. Reason.
Ignacio Rojas, Héctor Pomares, Francisco J. Pelayo, Mancia Anguita, Eduardo Ros Vidal, Alberto Prieto
1999 B conf
Parallel combinatorial optimization with evolutionary cooperation between processors.
CEC
Julio Ortega, José Luis Bernier, Antonio F. Díaz, Ignacio Rojas, Moisés Salmerón, Alberto Prieto
1999 — conf
Sequential Learning Algorithm for PG-RBF Network Using Regression Weights for Time Series Prediction.
IWANN (1)
Ignacio Rojas, Héctor Pomares, Julio Ortega, Eduardo Ros Vidal, Alberto Prieto
1999 J jnl
Statistical analysis of the main parameters in the fuzzy inference process.
Fuzzy Sets Syst.
Ignacio Rojas, Julio Ortega Lopera, Francisco J. Pelayo, Alberto Prieto
1999 J jnl
Stimulus Correlation and Adaptive Motion Detection Using Spiking Neurons.
Int. J. Neural Syst.
Eduardo Ros, Francisco J. Pelayo, David Palomar Sáez, Ignacio Rojas, José Luis Bernier, Alberto Prieto
1998 J jnl
Analysis of the operators involved in the definition of the implication functions and in the fuzzy inference process.
Int. J. Approx. Reason.
Ignacio Rojas, Olga Valenzuela, Mancia Anguita, Alberto Prieto
1998 J jnl
Parallel Coarse Grain Computing of Boltzmann Machines.
Neural Process. Lett.
Julio Ortega, Ignacio Rojas, Antonio F. Díaz, Alberto Prieto
1997 Misc conf
Statistical Analysis of the Main Parameters in the Definition of Radial Bases Function Networks.
IWANN
Ignacio Rojas, Olga Valenzuela, Alberto Prieto