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ORCIDIgnacio Rojas
Ignacio Rojas Ruiz
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- affiliation: University of Granada, Department of Computer Architecture and Computer Technology
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2020 – today
- 2024
[j104]Sergio Ortiz, Ignacio Rojas-Valenzuela, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas:
Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches. Comput. Biol. Medicine 168: 107713 (2024)- [c170]Nerea Hernández, Francisco Carrillo-Perez, Francisco M. Ortuño, Ignacio Rojas:
Deep Learning-Based Breast Cancer Subtype Classification from Whole-Slide Images: Leveraging the BRACS Dataset. IWBBIO (2) 2024: 200-213 - [e33]Ignacio Rojas
, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela:
Bioinformatics and Biomedical Engineering - 11th International Conference, IWBBIO 2024, Meloneras, Gran Canaria, Spain, July 15-17, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14848, Springer 2024, ISBN 978-3-031-64628-7 [contents] - [e32]Ignacio Rojas, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela:
Bioinformatics and Biomedical Engineering - 11th International Conference, IWBBIO 2024, Meloneras, Gran Canaria, Spain, July 15-17, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14849, Springer 2024, ISBN 978-3-031-64635-5 [contents] - 2023
- [j103]Olga Valenzuela, Mario Cannataro, Irena Rusur, Jianxin Wang, Zhongming Zhao, Ignacio Rojas:
Advances and challenges in Bioinformatics and Biomedical Engineering: IWBBIO 2020. BMC Bioinform. 24-S(1): 361 (2023) - [j102]Olga Valenzuela, Andreu Català, Davide Anguita, Ignacio Rojas:
New Advances in Artificial Neural Networks and Machine Learning Techniques. Neural Process. Lett. 55(5): 5269-5272 (2023) - [c169]Juan Carlos Gómez-López, Daniel Castillo-Secilla, Jesús González, Luis Javier Herrera, Ignacio Rojas:
Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure. IWANN (1) 2023: 553-562 - [c168]I. Fernández, C. Ovejero, Luis Javier Herrera, Ignacio Rojas, Francisco Carrillo-Perez, Alberto Guillén:
Speeding up Simulations for Radiotherapy Research by Means of Machine Learning. IWBBIO (1) 2023: 155-164 - [c167]Lucía Almorox, Luis Javier Herrera, Francisco M. Ortuño, Ignacio Rojas:
Uterine Cervix and Corpus Cancers Characterization Through Gene Expression Analysis Using the KnowSeq Tool. IWBBIO (2) 2023: 463-477 - [c166]Ignacio Rojas-Valenzuela, Ignacio Rojas, Elvira Delgado-Márquez, Olga Valenzuela:
Multi-classification of Alzheimer's Disease by NSGA-II Slices Optimization and Fusion Deep Learning. WIVACE 2023: 284-297 - [e31]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14134, Springer 2023, ISBN 978-3-031-43084-8 [contents] - [e30]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14135, Springer 2023, ISBN 978-3-031-43077-0 [contents] - [e29]Ignacio Rojas, Olga Valenzuela, Fernando Rojas Ruiz, Luis Javier Herrera, Francisco M. Ortuño:
Bioinformatics and Biomedical Engineering - 10th International Work-Conference, IWBBIO 2023, Meloneras, Gran Canaria, Spain, July 12-14, 2023 Proceedings, Part I. Lecture Notes in Computer Science 13919, Springer 2023, ISBN 978-3-031-34952-2 [contents] - [e28]Ignacio Rojas, Olga Valenzuela, Fernando Rojas Ruiz, Luis Javier Herrera, Francisco M. Ortuño:
Bioinformatics and Biomedical Engineering - 10th International Work-Conference, IWBBIO 2023, Meloneras, Gran Canaria, Spain, July 12-14, 2023 Proceedings, Part II. Lecture Notes in Computer Science 13920, Springer 2023, ISBN 978-3-031-34959-1 [contents] - 2022
- [j101]Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Marta Blázquez, Lydia Nader, Javier Sol, Fernando Seijo:
Design and Application of Automated Algorithms for Diagnosis and Treatment Optimization in Neurodegenerative Diseases. Neuroinformatics 20(3): 765-775 (2022) - [c165]Daniel Castillo-Secilla, Daniel Redondo-Sánchez, Luis Javier Herrera, Ignacio Rojas, Alberto Guillén:
Gene Expression Tools from a Technical Perspective: Current Approaches and Alternative Solutions for the KnowSeq Suite. IWBBIO (1) 2022: 404-414 - [c164]Sergio Ortiz, Juan Carlos Morales, Fernando Rojas, Olga Valenzuela, Luis Javier Herrera, Ignacio Rojas:
COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model. IWBBIO (1) 2022: 442-452 - [e27]Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño:
Bioinformatics and Biomedical Engineering - 9th International Work-Conference, IWBBIO 2022, Maspalomas, Gran Canaria, Spain, June 27-30, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13346, Springer 2022, ISBN 978-3-031-07703-6 [contents] - [e26]Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño:
Bioinformatics and Biomedical Engineering - 9th International Work-Conference, IWBBIO 2022, Maspalomas, Gran Canaria, Spain, June 27-30, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13347, Springer 2022, ISBN 978-3-031-07801-9 [contents] - 2021
- [j100]Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Yésica Molina-Castro, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera:
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion. BMC Bioinform. 22(1): 454 (2021) - [j99]Daniel Castillo-Secilla, Juan Manuel Galvez, Francisco Carrillo-Perez, Marta Verona-Almeida, Daniel Redondo-Sánchez, Francisco M. Ortuño Guzman, Luis Javier Herrera, Ignacio Rojas:
KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge. Comput. Biol. Medicine 133: 104387 (2021) - [j98]Olga Valenzuela, Fernando Rojas, Ignacio Rojas:
Advanced neural network systems for solving complex real problems. Neural Process. Lett. 53(5): 3049-3053 (2021) - [j97]Oresti Banos, Alberto Calatroni, Miguel Damas, Héctor Pomares, Daniel Roggen, Ignacio Rojas, Claudia Villalonga:
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning. Neural Process. Lett. 53(5): 3169-3197 (2021) - [c163]Jesús Toledano Pavón, Juan Carlos Morales Vega, Francisco Carrillo-Perez, Luis Javier Herrera, Ignacio Rojas:
COVID-19 Detection Method from Chest CT Scans via the Fusion of Slice Information and Lung Segmentation. BIOMESIP 2021: 155-165 - [c162]Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera:
Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer. BIOMESIP 2021: 339-349 - [c161]Javier Bajo-Morales, Daniel Castillo-Secilla, Luis Javier Herrera, Ignacio Rojas:
COVID-19 Biomarkers Detection Using 'KnowSeq' R Package. BIOMESIP 2021: 431-443 - [c160]Tim Rörup, Ignacio Rojas, Héctor Pomares, Peter Glösekötter:
Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer's Disease Stages Based on MRI Images. IWANN (1) 2021: 15-23 - [c159]Juan Carlos Morales Vega, Francisco Carrillo-Perez, Jesús Toledano Pavón, Luis Javier Herrera Maldonado, Ignacio Rojas Ruiz:
Ensemble Models for Covid Prediction in X-Ray Images. IWANN (1) 2021: 559-569 - [e25]Ignacio Rojas, Daniel Castillo-Secilla, Luis Javier Herrera, Héctor Pomares:
Bioengineering and Biomedical Signal and Image Processing - First International Conference, BIOMESIP 2021, Meloneras, Gran Canaria, Spain, July 19-21, 2021, Proceedings. Lecture Notes in Computer Science 12940, Springer 2021, ISBN 978-3-030-88162-7 [contents] - [e24]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16-18, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12861, Springer 2021, ISBN 978-3-030-85029-6 [contents] - [e23]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16-18, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12862, Springer 2021, ISBN 978-3-030-85098-2 [contents] - 2020
- [j96]Olga Valenzuela, Fernando Rojas, Ignacio Rojas, Peter Glösekötter:
Main findings and advances in bioinformatics and biomedical engineering- IWBBIO 2018. BMC Bioinform. 21-S(7): 153 (2020) - [j95]Olga Valenzuela, Fernando Rojas, Ignacio Rojas:
Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017. Neural Process. Lett. 52(1): 1-4 (2020) - [j94]Juan Manuel Galvez, Daniel Castillo-Secilla, Luis Javier Herrera, Olga Valenzuela, Octavio Caba, José C. Prados, Francisco M. Ortuño Guzman, Ignacio Rojas:
Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets. IEEE J. Biomed. Health Informatics 24(7): 2119-2130 (2020) - [c158]Juan Carlos Morales, Francisco Carrillo-Perez, Daniel Castillo-Secilla, Ignacio Rojas, Luis Javier Herrera:
Enhancing Breast Cancer Classification via Information and Multi-model Integration. IWBBIO 2020: 750-760 - [e22]Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco M. Ortuño Guzman:
Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Granada, Spain, May 6-8, 2020, Proceedings. Lecture Notes in Computer Science 12108, Springer 2020, ISBN 978-3-030-45384-8 [contents]
2010 – 2019
- 2019
- [j93]Gonzalo Ruiz-García, Hani Hagras, Héctor Pomares, Ignacio Rojas Ruiz:
Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 27(12): 2381-2395 (2019) - [c157]Oresti Banos, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga:
Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows. IWANN (1) 2019: 360-367 - [c156]Sara González, Daniel Castillo, Juan Manuel Galvez, Ignacio Rojas, Luis Javier Herrera:
Feature Selection and Assessment of Lung Cancer Sub-types by Applying Predictive Models. IWANN (2) 2019: 883-894 - [e21]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11506, Springer 2019, ISBN 978-3-030-20520-1 [contents] - [e20]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11507, Springer 2019, ISBN 978-3-030-20517-1 [contents] - [e19]Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman:
Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11465, Springer 2019, ISBN 978-3-030-17937-3 [contents] - [e18]Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Francisco M. Ortuño Guzman:
Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11466, Springer 2019, ISBN 978-3-030-17934-2 [contents] - 2018
- [j92]Olga Valenzuela, Xiaoyi Jiang, Antonio Carrillo, Ignacio Rojas:
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. 28(9): 1850022:1-1850022:23 (2018) - [c155]Francisco Estella, Esther Suarez, Beatriz Lozano, Elena Santamarta, Antonio Saiz, Fernando Rojas, Ignacio Rojas, Fernando Seijo:
Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes. IWBBIO (2) 2018: 176-185 - [c154]Olga Valenzuela, Beatriz Prieto, Elvira Delgado-Márquez, Héctor Pomares, Ignacio Rojas:
Wearable Intelligent System for the Diagnosis of Cardiac Diseases Working in Real Time and with Low Energy Cost. UCAmI 2018: 513 - [c153]Salvador Moreno, Miguel Damas, Ignacio Rojas, Victor Amezcua, Pilar Gutierrez-Pastor, Oresti Baños:
Ubiquitous Assessment of the Recovery of Cancer Patients Using Consumer-Level Activity Trackers. UCAmI 2018: 1204 - [e17]Ignacio Rojas, Francisco M. Ortuño Guzman:
Bioinformatics and Biomedical Engineering - 6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25-27, 2018, Proceedings, Part I. Lecture Notes in Computer Science 10813, Springer 2018, ISBN 978-3-319-78722-0 [contents] - [e16]Ignacio Rojas, Francisco M. Ortuño Guzman:
Bioinformatics and Biomedical Engineering - 6th International Work-Conference, IWBBIO 2018, Granada, Spain, April 25-27, 2018, Proceedings, Part II. Lecture Notes in Computer Science 10814, Springer 2018, ISBN 978-3-319-78758-9 [contents] - 2017
- [j91]Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Belén San Román, Fernando Rojas, Ignacio Rojas:
Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling. BMC Bioinform. 18(1): 506 (2017) - [j90]Claudia Villalonga, Héctor Pomares, Ignacio Rojas, Oresti Banos:
MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition. Neurocomputing 250: 76-100 (2017) - [j89]Andreu Català Mallofré, Gonzalo Joya Caparrós, Ignacio Rojas Ruiz:
Editorial. Neural Process. Lett. 46(3): 747-750 (2017) - [j88]Francisco J. Estévez, Jesús González, Peter Glösekötter, Olga Valenzuela, Ignacio Rojas:
Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP). Sensors 17(7): 1502 (2017) - [c152]Gonzalo Ruiz, Héctor Pomares, Ignacio Rojas, Hani Hagras:
The non-singleton fuzzification operation for general forms of interval type-2 fuzzy logic systems. FUZZ-IEEE 2017: 1-6 - [c151]Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera:
Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification. ICIC (2) 2017: 219-229 - [c150]Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Ignacio Rojas:
Breast Cancer Microarray and RNASeq Data Integration Applied to Classification. IWANN (1) 2017: 123-131 - [c149]Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera:
Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification. IWANN (1) 2017: 132-141 - [c148]Joaquin Ollero, José Antonio Moral-Muñoz, Ignacio Rojas, Oresti Baños:
Mobile Health System for Evaluation of Breast Cancer Patients During Treatment and Recovery Phases. IWBBIO (2) 2017: 653-664 - [c147]Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos:
Ontological modeling of motivational messages for physical activity coaching. PervasiveHealth 2017: 355-364 - [c146]Claudia Villalonga, Harm op den Akker, Hermie Hermens, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Oresti Banos:
Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching Applications. UCAmI 2017: 340-351 - [e15]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10305, Springer 2017, ISBN 978-3-319-59152-0 [contents] - [e14]Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10306, Springer 2017, ISBN 978-3-319-59146-9 [contents] - [e13]Ignacio Rojas, Francisco M. Ortuño Guzman:
Bioinformatics and Biomedical Engineering - 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10208, 2017, ISBN 978-3-319-56147-9 [contents] - [e12]Ignacio Rojas, Francisco M. Ortuño Guzman:
Bioinformatics and Biomedical Engineering - 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10209, 2017, ISBN 978-3-319-56153-0 [contents] - 2016
- [j87]Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Francisco J. Liébana-Cabanillas:
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis. Int. J. Intell. Syst. 31(2): 153-172 (2016) - [j86]Alberto Prieto, Beatriz Prieto, Eva M. Ortigosa, Eduardo Ros, Francisco J. Pelayo, Julio Ortega, Ignacio Rojas:
Neural networks: An overview of early research, current frameworks and new challenges. Neurocomputing 214: 242-268 (2016) - [j85]Claudia Villalonga, Muhammad Asif Razzaq, Wajahat Ali Khan, Héctor Pomares, Ignacio Rojas, Sungyoung Lee, Oresti Baños:
Ontology-Based High-Level Context Inference for Human Behavior Identification. Sensors 16(10): 1617 (2016) - [j84]Gonzalo Ruiz, Hani Hagras, Héctor Pomares, Ignacio Rojas, Humberto Bustince:
Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships. IEEE Trans. Fuzzy Syst. 24(4): 1000-1008 (2016) - [c145]Gonzalo Ruiz, Héctor Pomares, Ignacio Rojas, Hani Hagras:
Towards general forms of interval type-2 fuzzy logic systems. FUZZ-IEEE 2016: 1216-1223 - [c144]Francisco J. Estévez, Jesús González, Peter Glösekötter, Ignacio Rojas:
Fine-Tuning the DARP Wireless Sensor Routing Protocol. UCAmI (2) 2016: 193-204 - [c143]Gonzalo Ruiz-García, Hani Hagras, Ignacio Rojas, Héctor Pomares:
Towards a Framework for Singleton General Forms of Interval Type-2 Fuzzy Systems. WILF 2016: 3-26 - [e11]Francisco M. Ortuño Guzman, Ignacio Rojas:
Bioinformatics and Biomedical Engineering - 4th International Conference, IWBBIO 2016, Granada, Spain, April 20-22, 2016, Proceedings. Lecture Notes in Computer Science 9656, Springer 2016, ISBN 978-3-319-31743-4 [contents] - 2015
- [j83]Francisco M. Ortuño Guzman, Olga Valenzuela, Beatriz Prieto, María José Saéz-Lara, Carolina Torres, Héctor Pomares, Ignacio Rojas:
Comparing different machine learning and mathematical regression models to evaluate multiple sequence alignments. Neurocomputing 164: 123-136 (2015) - [j82]Ignacio Rojas, Joan Cabestany, Andreu Català:
Advances in Artificial Neural Networks and Computational Intelligence - Special Issue of IWANN 2013. Neural Process. Lett. 42(1): 1-3 (2015) - [j81]Oresti Baños, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga:
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition. Neural Process. Lett. 42(1): 5-26 (2015) - [j80]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:
mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment. Sensors 15(6): 13159-13183 (2015) - [j79]Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany:
Special issue on advances in computational intelligence and machine learning (IWANN 2013). Soft Comput. 19(9): 2403-2405 (2015) - [c142]J. M. Soto, Francisco M. Ortuño Guzman, Ignacio Rojas:
Integrative gene expression analysis of lung cancer based on a technology-merging approach. EUROCON 2015: 1-5 - [c141]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:
Facilitating trunk endurance assessment by means of mobile health technologies. UbiComp/ISWC Adjunct 2015: 149-152 - [c140]Claudia Villalonga, Oresti Banos, Wajahat Ali Khan, Taqdir Ali, Muhammad Asif Razzaq, Sungyoung Lee, Héctor Pomares, Ignacio Rojas:
High-Level Context Inference for Human Behavior Identification. IWAAL 2015: 164-175 - [c139]Oresti Banos, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Claudia Villalonga, Sungyoung Lee:
On the Development of a Real-Time Multi-sensor Activity Recognition System. IWAAL 2015: 176-182 - [c138]Luis Javier Herrera, Alberto Guillén, Rubén Martínez, Carlos García, Héctor Pomares, Oresti Baños, Ignacio Rojas Ruiz:
Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection. IWANN (2) 2015: 165-172 - [c137]Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas Ruiz, Claudia Villalonga, Choong Seon Hong, Sungyoung Lee:
Multiwindow Fusion for Wearable Activity Recognition. IWANN (2) 2015: 290-297 - [c136]Claudia Villalonga, Oresti Banos, Héctor Pomares, Ignacio Rojas Ruiz:
Ontological Sensor Selection for Wearable Activity Recognition. IWANN (2) 2015: 298-306 - [c135]Alberto Guillén, Luis Javier Herrera, Francisco J. Liébana-Cabanillas, Oresti Baños, Ignacio Rojas:
Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment. IWANN (2) 2015: 333-340 - [c134]Claudia Villalonga, Oresti Baños, Héctor Pomares, Ignacio Rojas Ruiz:
An Ontology for Dynamic Sensor Selection in Wearable Activity Recognition. IWBBIO (2) 2015: 141-152 - [e10]Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català:
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. Lecture Notes in Computer Science 9094, Springer 2015, ISBN 978-3-319-19257-4 [contents] - [e9]Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català:
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. Lecture Notes in Computer Science 9095, Springer 2015, ISBN 978-3-319-19221-5 [contents] - [e8]Francisco M. Ortuño Guzman, Ignacio Rojas:
Bioinformatics and Biomedical Engineering - Third International Conference, IWBBIO 2015, Granada, Spain, April 15-17, 2015. Proceedings, Part I. Lecture Notes in Computer Science 9043, Springer 2015, ISBN 978-3-319-16482-3 [contents] - [e7]Francisco M. Ortuño Guzman, Ignacio Rojas:
Bioinformatics and Biomedical Engineering - Third International Conference, IWBBIO 2015, Granada, Spain, April 15-17, 2015. Proceedings, Part II. Lecture Notes in Computer Science 9044, Springer 2015, ISBN 978-3-319-16479-3 [contents] - 2014
- [j78]Alberto Guillén, M. Isabel García Arenas, Mark van Heeswijk, Dusan Sovilj, Amaury Lendasse, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas:
Fast Feature Selection in a GPU Cluster Using the Delta Test. Entropy 16(2): 854-869 (2014) - [j77]Rafik Lasri, Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela:
A New Adaptive and Self Organizing Fuzzy Policy to Enhance the Real Time Control Performance. Int. J. Comput. Intell. Syst. 7(3): 582-594 (2014) - [j76]Oresti Baños, Juan Manuel Galvez, Miguel Damas, Héctor Pomares, Ignacio Rojas:
Window Size Impact in Human Activity Recognition. Sensors 14(4): 6474-6499 (2014) - [j75]Oresti Baños, Máté Attila Tóth, Miguel Damas, Héctor Pomares, Ignacio Rojas:
Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition. Sensors 14(6): 9995-10023 (2014) - [c133]Francisco M. Ortuño Guzman, Héctor Pomares, Ignacio Rojas Ruiz, Olga Valenzuela:
Creation of a Database Including a Set of Biological Features Related to Protein Sequences and Their Corresponding Alignment. CBMS 2014: 557-558 - [c132]Oresti Baños, Rafael García, Juan Antonio Holgado Terriza, Miguel Damas, Héctor Pomares, Ignacio Rojas Ruiz, Alejandro Saez, Claudia Villalonga:
mHealthDroid: A Novel Framework for Agile Development of Mobile Health Applications. IWAAL 2014: 91-98 - [c131]Oresti Baños, Juan Manuel Galvez, Miguel Damas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas:
Evaluating the effects of signal segmentation on activity recognition. IWBBIO 2014: 759-765 - [c130]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:
Advances in bioinformatics using soft-computing paradigms. IWBBIO 2014: 1634-1643 - [c129]Olga Valenzuela, Belén San Román, Francisco M. Ortuño Guzman, José Luis Bernier Villamor, María José Saéz-Lara, Fernando Rojas, Ignacio Rojas:
Development of Soft-Computing techniques capable of diagnosing Alzheimers Disease in its pre-clinical stage combining MRI and FDG-PET images. IWBBIO 2014: 1644-1650 - [e6]Ignacio Rojas, Francisco M. Ortuño Guzman:
International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2014, Granada, Spain, April 7-9, 2014. Copicentro Editorial 2014, ISBN 978-84-15814-84-9 [contents] - 2013
- [j74]Rafik Lasri, Ignacio Rojas, Héctor Pomares, Olga Valenzuela:
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. 2013: 658145:1-658145:16 (2013) - [j73]Francisco M. Ortuño Guzman, Olga Valenzuela, Fernando Rojas, Héctor Pomares, Javier Perez-Florido, José M. Urquiza, Ignacio Rojas:
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns. Bioinform. 29(17): 2112-2121 (2013) - [j72]Francisco M. Ortuño Guzman, Ignacio Rojas, Miguel A. Andrade-Navarro, Jean-Fred Fontaine:
Using cited references to improve the retrieval of related biomedical documents. BMC Bioinform. 14: 113 (2013) - [j71]Rafik Lasri, Ignacio Rojas, Héctor Pomares, Mohamed Nemiche:
Simulation of a New Self-Structured Fuzzy Controller Applied to a Temperature Control Process. Int. J. Appl. Evol. Comput. 4(3): 47-57 (2013) - [j70]Javier Perez-Florido, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Francisco M. Ortuño Guzman, José M. Urquiza:
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 121: 64-78 (2013) - [j69]Ana Belén Cara, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas:
New Online Self-Evolving Neuro Fuzzy controller based on the TaSe-NF model. Inf. Sci. 220: 226-243 (2013) - [j68]Juan-Manuel Moreno Aróstegui, Joan Cabestany, Ignacio Rojas:
Preface. Neural Process. Lett. 37(1): 1 (2013) - [j67]Ignacio Rojas, Joan Cabestany I. Moncusi, Gonzalo Joya Caparrós:
Advances in computational intelligence. Soft Comput. 17(2): 195-197 (2013) - [j66]Ana Belén Cara, Christian Wagner, Hani Hagras, Héctor Pomares, Ignacio Rojas:
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 21(3): 459-476 (2013) - [c128]Olga Valenzuela, Miguel Pasadas, Ignacio Rojas, Alberto Guillén, Héctor Pomares:
Automatic knot adjustment for b-spline smoothing approximation using improved clustering algorithm. FUZZ-IEEE 2013: 1-6 - [c127]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:
Color Fuzzy Set Design for dental applications. ISDA 2013: 277-282 - [c126]Olga Valenzuela, Fernando J. Rojas, Luis Javier Herrera, Francisco M. Ortuño Guzman, Héctor Pomares, Ignacio Rojas Ruiz:
Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG. ISDA 2013: 301-306 - [c125]Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas:
Handling Displacement Effects in On-Body Sensor-Based Activity Recognition. IWAAL 2013: 80-87 - [c124]Raimundo Garcia-del-Moral, Alberto Guillén, Luis Javier Herrera, Antonio Cañas, Ignacio Rojas:
Parametric and Non-parametric Feature Selection for Kidney Transplants. IWANN (2) 2013: 72-79 - [c123]Francisco M. Ortuño Guzman, Olga Valenzuela, Héctor Pomares, Ignacio Rojas:
Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features. IWANN (2) 2013: 150-158 - [c122]Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas:
Activity Recognition Based on a Multi-sensor Meta-classifier. IWANN (2) 2013: 208-215 - [c121]N. Galea-Sevilla, Miriam España, Alberto Guillén, Ignacio Rojas:
A New Method for BCI Spelling Using a 7 Segments Display. IWANN (2) 2013: 422-429 - [c120]Francisco M. Ortuño Guzman, Olga Valenzuela, Héctor Pomares, Ignacio Rojas:
Determining the most suitable multiple sequence alignment methodology by using a set of heterogeneous biological features. IWBBIO 2013: 283-288 - [c119]Olga Valenzuela, Miguel Pasadas, Francisco M. Ortuño Guzman, Ignacio Rojas:
Optimal Knots Allocation in Smoothing Splines using intelligent system. Application in bio-medical signal processing. . IWBBIO 2013: 289-295 - [c118]Oresti Baños, Miguel Damas, Peter Gloessekoetter, Andreas Hermes, Hendrik Mende, Héctor Pomares, Ignacio Rojas:
PhysioDroid: an app for physiological data monitoring. IWBBIO 2013: 297-304 - [c117]Luis Javier Herrera, Ignacio Rojas, Héctor Pomares, Alberto Guillén, Olga Valenzuela, Oresti Baños:
Classification of MRI Images for Alzheimer's Disease Detection. SocialCom 2013: 846-851 - [c116]Olga Valenzuela, Fernando J. Rojas, Luis Javier Herrera, Francisco M. Ortuño Guzman, Oresti Baños, Gonzalo Ruiz, Hind Tribak, Héctor Pomares, Ignacio Rojas Ruiz:
Intelligent Systems to Autonomously Classify Several Arrhythmia Using Information from ECG. SocialCom 2013: 1038-1045 - [e5]Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany:
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. Lecture Notes in Computer Science 7902, Springer 2013, ISBN 978-3-642-38678-7 [contents] - [e4]Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany:
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. Lecture Notes in Computer Science 7903, Springer 2013, ISBN 978-3-642-38681-7 [contents] - [e3]Ignacio Rojas, Francisco M. Ortuño Guzman:
International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2013, Granada, Spain, March 18-20, 2013. Proceedings. Copicentro Editorial 2013, ISBN 978-84-15814-13-9 [contents] - 2012
- [j65]Suhail M. Odeh, Francisco de Toro, Ignacio Rojas, María José Saéz-Lara:
Evaluating Fluorescence Illumination Techniques for Skin Lesion Diagnosis. Appl. Artif. Intell. 26(7): 696-713 (2012) - [j64]José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, J. P. Florido, Olga Valenzuela, Maria del Mar Cepero:
Using machine learning techniques and genomic/proteomic information from known databases for defining relevant features for PPI classification. Comput. Biol. Medicine 42(6): 639-650 (2012) - [j63]Oresti Baños, Miguel Damas, Héctor Pomares, Alberto Prieto, Ignacio Rojas:
Daily living activity recognition based on statistical feature quality group selection. Expert Syst. Appl. 39(9): 8013-8021 (2012) - [j62]José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Javier Perez-Florido, Olga Valenzuela:
Selecting Negative Samples for PPI Prediction Using Hierarchical Clustering Methodology. J. Appl. Math. 2012: 897289:1-897289:23 (2012) - [j61]Héctor Pomares, Ignacio Rojas, Mohammed Awad, Olga Valenzuela:
An enhanced clustering function approximation technique for a radial basis function neural network. Math. Comput. Model. 55(3-4): 286-302 (2012) - [j60]J. P. Florido, Héctor Pomares, Ignacio Rojas, José M. Urquiza, M. A. Lopez-Gordo:
A deterministic model selection scheme for incremental RBFNN construction in time series forecasting. Neural Comput. Appl. 21(3): 595-610 (2012) - [j59]Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas:
On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition. Sensors 12(6): 8039-8054 (2012) - [c115]Francisco M. Ortuño Guzman, Javier Perez-Florido, José M. Urquiza, Héctor Pomares, Alberto Prieto, Ignacio Rojas:
Optimization of multiple sequence alignment methodologies using a multiobjective evolutionary algorithm based on NSGA-II. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c114]Pouria Sadeghi-Tehran, Ana Belén Cara, Plamen Angelov, Héctor Pomares, Ignacio Rojas, Alberto Prieto:
Self-evolving parameter-free Rule-based Controller. FUZZ-IEEE 2012: 1-8 - [c113]Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas, Máté Attila Tóth, Oliver Amft:
A benchmark dataset to evaluate sensor displacement in activity recognition. UbiComp 2012: 1026-1035 - [c112]Francisco Estella, Blanca L. Delgado-Márquez, Pablo Rojas, Olga Valenzuela, Belén San Román, Ignacio Rojas:
Advanced system for automously classify brain MRI in neurodegenerative disease. ICMCS 2012: 250-255 - [c111]Hind Tribak, Blanca L. Delgado-Márquez, Pablo Rojas, Olga Valenzuela, Héctor Pomares, Ignacio Rojas:
Statistical analysis of different artificial intelligent techniques applied to Intrusion Detection System. ICMCS 2012: 434-440 - [c110]Rafik Lasri, Ignacio Rojas, Héctor Pomares:
A novel policy to reduce the electrical cost of a real time control process using an on-line Adaptive Fuzzy Logic Controller. ICMCS 2012: 1142-1147 - [c109]David Jaramillo, Ignacio Rojas, Olga Valenzuela, Ignacio Garcia, Alberto Prieto:
Advanced systems in medical decision-making using intelligent computing. Application to magnetic resonance imaging. IJCNN 2012: 1-8 - [c108]Francisco J. Liébana-Cabanillas, Rafael Nogueras, Francisco Muñoz-Leiva, Ignacio Rojas, Alberto Guillén:
Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking. IS-MiS 2012: 143-152 - [c107]Oresti Baños, Alberto Calatroni, Miguel Damas, Héctor Pomares, Ignacio Rojas, Hesam Sagha, José del R. Millán, Gerhard Tröster, Ricardo Chavarriaga, Daniel Roggen:
Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities. ISWC 2012: 92-99 - [p1]Alberto Guillén, Dusan Sovilj, Mark van Heeswijk, Luis Javier Herrera, Amaury Lendasse, Héctor Pomares, Ignacio Rojas:
Evolutive Approaches for Variable Selection Using a Non-parametric Noise Estimator. Parallel Architectures and Bioinspired Algorithms 2012: 243-266 - 2011
- [j58]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Olga Valenzuela:
The TaSe-NF model for function approximation problems: Approaching local and global modelling. Fuzzy Sets Syst. 171(1): 1-21 (2011) - [j57]J. P. Florido, Héctor Pomares, Ignacio Rojas:
Generating Balanced Learning and Test Sets for Function Approximation Problems. Int. J. Neural Syst. 21(3): 247-263 (2011) - [j56]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza:
Global and local modelling in RBF networks. Neurocomputing 74(16): 2594-2602 (2011) - [j55]José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Julio Ortega Lopera, Alberto Prieto:
Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection. Neurocomputing 74(16): 2683-2690 (2011) - [j54]Ana Belén Cara, Héctor Pomares, Ignacio Rojas:
A New Methodology for the Online Adaptation of Fuzzy Self-Structuring Controllers. IEEE Trans. Fuzzy Syst. 19(3): 449-464 (2011) - [j53]Pablo Cascón, Julio Ortega Lopera, Yan Luo, Eric Murray, Antonio F. Díaz, Ignacio Rojas:
Improving IPS by network processors. J. Supercomput. 57(1): 99-108 (2011) - [j52]Pablo Cascón, Andrés Ortiz, Julio Ortega Lopera, Antonio F. Díaz, Ignacio Rojas:
Accelerating network applications by distributed interfaces on heterogeneous multiprocessor architectures. J. Supercomput. 58(3): 302-313 (2011) - [c106]Rafik Lasri, Ignacio Rojas, Héctor Pomares, Fernando Rojas:
A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process. IJCCI (ECTA-FCTA) 2011: 470-474 - [c105]Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas:
Recognition of human physical activity based on a novel hierarchical weighted classification scheme. IJCNN 2011: 2205-2209 - [c104]Oresti Baños, Miguel Damas, Héctor Pomares, Ignacio Rojas:
Automatic Recognition of Daily Living Activities Based on a Hierarchical Classifier. IWANN (2) 2011: 185-193 - [c103]J. P. Florido, Héctor Pomares, Ignacio Rojas, José M. Urquiza, Francisco M. Ortuño Guzman:
Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network. IWANN (2) 2011: 194-201 - [c102]Alberto Guillén, Mark van Heeswijk, Dusan Sovilj, Maribel García Arenas, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas:
Variable Selection in a GPU Cluster Using Delta Test. IWANN (1) 2011: 393-400 - [c101]Francisco M. Ortuño Guzman, Ignacio Rojas, Héctor Pomares, José M. Urquiza, J. P. Florido:
Emerging Methodologies in Multiple Sequence Alignment Using High Throughput Data. PACBB 2011: 183-190 - [c100]José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, J. P. Florido, Francisco M. Ortuño Guzman:
Using Machine Learning Techniques and Genomic/Proteomic Information from Known Databases for PPI Prediction. PACBB 2011: 373-380 - [c99]Ana Belén Cara, Ignacio Rojas, Héctor Pomares, Christian Wagner, Hani Hagras:
On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system. T2FUZZ 2011: 126-133 - [e2]Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós:
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6691, Springer 2011, ISBN 978-3-642-21500-1 [contents] - [e1]Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós:
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6692, Springer 2011, ISBN 978-3-642-21497-4 [contents] - 2010
- [j51]Alberto Guillén, Ginés Rubio, I. Toda, Antonio J. Rivera, Héctor Pomares, Ignacio Rojas Ruiz:
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem. Expert Syst. Appl. 37(6): 4050-4057 (2010) - [j50]Ana Belén Cara, Héctor Pomares, Ignacio Rojas, Zsófia Lendek, Robert Babuska:
Online self-evolving fuzzy controller with global learning capabilities. Evol. Syst. 1(4): 225-239 (2010) - [j49]Luis Javier Herrera, Maria del Mar Pérez, J. Santana, R. Pulgar, Jesús González, Héctor Pomares, Ignacio Rojas:
Local-global neuro-fuzzy system for color change modelling. Int. J. Hybrid Intell. Syst. 7(4): 299-311 (2010) - [j48]Ginés Rubio, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén:
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling. Neurocomputing 73(10-12): 1965-1975 (2010) - [j47]Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas:
New method for instance or prototype selection using mutual information in time series prediction. Neurocomputing 73(10-12): 2030-2038 (2010) - [j46]Alberto Guillén, F. G. del Moral, Luis Javier Herrera, Ginés Rubio, Ignacio Rojas, Olga Valenzuela, Héctor Pomares:
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks. Neural Comput. Appl. 19(3): 465-470 (2010) - [c98]Ana Belén Cara, Zsófia Lendek, Robert Babuska, Héctor Pomares, Ignacio Rojas:
Online self-organizing adaptive fuzzy controller: Application to a nonlinear servo system. FUZZ-IEEE 2010: 1-8 - [c97]Ana Belén Cara, Héctor Pomares, Ignacio Rojas:
An Algorithm for Online Self-organization of Fuzzy Controllers. IEA/AIE (2) 2010: 212-221 - [c96]A. M. Trujillo, Ignacio Rojas, Héctor Pomares, Alberto Prieto, Beatriz Prieto, A. Aránega, Francisco Rodríguez, P. J. Álvarez-Aranega, José C. Prados:
Analysis of the Inducing Factors Involved in Stem Cell Differentiation Using Feature Selection Techniques, Support Vector Machines and Decision Trees. IEA/AIE (1) 2010: 294-305 - [c95]Oresti Baños, Héctor Pomares, Ignacio Rojas:
Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition. IEA/AIE (2) 2010: 637-642 - [c94]Oresti Baños, Héctor Pomares, Ignacio Rojas:
Ambient living activity recognition based on feature-set ranking using intelligent systems. IJCNN 2010: 1-4 - [c93]Javier Perez-Florido, Héctor Pomares, Ignacio Rojas, José Miguel Urquiza Ortiz, Luis Javier Herrera, Manuel Gonzalo Claros:
Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips. IJCNN 2010: 1-6 - [c92]Alberto Guillén, Carlos Tovar, Luis Javier Herrera, Héctor Pomares, Jesús González, José F. Guillén, Ignacio Rojas:
Predicting marital dissolutions using radial basis function neural networks. IJCNN 2010: 1-4 - [c91]Antonio Miguel Mora, Luis Javier Herrera, José Miguel Urquiza Ortiz, Ignacio Rojas, Juan Julián Merelo Guervós:
Applying support vector machines and mutual information to book losses prediction. IJCNN 2010: 1-7
2000 – 2009
- 2009
- [j45]Olga Valenzuela, Ignacio Rojas, Francisco Javier Rojas, Héctor Pomares, José Luis Bernier, Luis Javier Herrera, Alberto Guillén:
Intelligent System Based on Genetic Programming for Atrial Fibrillation Classification. Appl. Artif. Intell. 23(10): 895-909 (2009) - [j44]Mohammed Awad, Héctor Pomares, Ignacio Rojas Ruiz, Osama Salameh, Mai Hamdon:
Prediction of Time Series Using RBF Neural Networks: A New Approach of Clustering. Int. Arab J. Inf. Technol. 6(2): 138-143 (2009) - [j43]Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Olga Valenzuela, Beatriz Prieto:
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems. Neurocomputing 72(16-18): 3541-3555 (2009) - [c90]Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas:
Applying Mutual Information for Prototype or Instance Selection in Regression Problems. ESANN 2009 - [c89]Alberto Guillén, Antti Sorjamaa, Ginés Rubio, Amaury Lendasse, Ignacio Rojas:
Mutual Information Based Initialization of Forward-Backward Search for Feature Selection in Regression Problems. ICANN (1) 2009: 1-9 - [c88]Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Ben Paechter, Alberto Guillén, Ignacio Rojas:
Strengthening the Forward Variable Selection Stopping Criterion. ICANN (2) 2009: 215-224 - [c87]Ginés Rubio, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guillén:
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error. ICANN (2) 2009: 406-415 - [c86]Ginés Rubio, Alberto Guillén, Héctor Pomares, Ignacio Rojas, Ben Paechter, Peter Glösekötter, C. I. Torres-Ceballos:
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 2009: 145-152 - [c85]José Miguel Urquiza Ortiz, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, Ginés Rubio, J. P. Florido:
Prediction of protein-protein interactions in yeast using SVMs with genomics/proteomics information and feature selection. ISCIS 2009: 645-650 - [c84]Alberto Guillén, A. M. Trujillo, Samuel F. Romero, Ginés Rubio, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, José F. Guillén:
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks. ISDA 2009: 1263-1267 - [c83]Luis Javier Herrera, Maria del Mar Pérez, J. Santana, R. Pulgar, Jesús González, Héctor Pomares, Ignacio Rojas Ruiz:
A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching Using Vita Classical Shades. ISDA 2009: 1268-1273 - [c82]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza:
Global and Local Modelling in Radial Basis Functions Networks. IWANN (1) 2009: 49-56 - [c81]Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén:
Creation of Specific-to-Problem Kernel Functions for Function Approximation. IWANN (1) 2009: 335-342 - [c80]Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, José Luis Bernier:
Applications in Bio-informatics and Biomedical Engineering. IWANN (1) 2009: 820-828 - [c79]J. P. Florido, Héctor Pomares, Ignacio Rojas, José C. Calvo, José M. Urquiza, M. Gonzalo Claros:
On Selecting the Best Pre-processing Method for Affymetrix Genechips. IWANN (1) 2009: 845-852 - [c78]José M. Urquiza, Ignacio Rojas, Héctor Pomares, J. P. Florido, Ginés Rubio, Luis Javier Herrera, José C. Calvo, Julio Ortega Lopera:
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection. IWANN (1) 2009: 853-860 - [c77]Alberto Guillén, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Ignacio Rojas:
Efficient Parallel Feature Selection for Steganography Problems. IWANN (1) 2009: 1224-1231 - [c76]Pablo Cascón, Julio Ortega Lopera, Waseem M. Haider, Antonio F. Díaz, Ignacio Rojas:
A Multi-Threaded Network Interface Using Network Processors. PDP 2009: 196-200 - [c75]Pablo Cascón, Julio Ortega, Antonio F. Díaz, Ignacio Rojas:
Assessing the Performance of an Offloaded IDS on Network Processors. PDPTA 2009: 652-658 - [r1]Olga Valenzuela, Ignacio Rojas, F. Rojas, Alberto Guillén, Luis Javier Herrera, Fernando J. Rojas, Maria del Mar Cepero:
Intelligent Classifier for Atrial Fibrillation (ECG). Encyclopedia of Artificial Intelligence 2009: 910-916 - 2008
- [j42]Olga Valenzuela, Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, Luisa Marquez, Miguel Pasadas:
Hybridization of intelligent techniques and ARIMA models for time series prediction. Fuzzy Sets Syst. 159(7): 821-845 (2008) - [j41]Alberto Guillén, Dusan Sovilj, Amaury Lendasse, Fernando Mateo, Ignacio Rojas:
Minimising the delta test for variable selection in regression problems. Int. J. High Perform. Syst. Archit. 1(4): 269-281 (2008) - [j40]Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Alberto Guillén, Luis Javier Herrera, Héctor Pomares, Luisa Marquez, Miguel Pasadas:
Soft-computing techniques and ARMA model for time series prediction. Neurocomputing 71(4-6): 519-537 (2008) - [j39]Alberto Guillén, Héctor Pomares, Ignacio Rojas, Jesús González, Luis Javier Herrera, Fernando Rojas, Olga Valenzuela:
Studying possibility in a clustering algorithm for RBFNN design for function approximation. Neural Comput. Appl. 17(1): 75-89 (2008) - 2007
- [j38]Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Alberto Guillén, José M. Palomares, Fernando Rojas:
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms. Int. J. Approx. Reason. 44(1): 32-44 (2007) - [j37]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad, Ana Herrera:
Multigrid-based fuzzy systems for time series prediction: CATS competition. Neurocomputing 70(13-15): 2410-2425 (2007) - [j36]Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto:
Using fuzzy logic to improve a clustering technique for function approximation. Neurocomputing 70(16-18): 2853-2860 (2007) - [j35]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Alberto Prieto, Olga Valenzuela:
Recursive prediction for long term time series forecasting using advanced models. Neurocomputing 70(16-18): 2870-2880 (2007) - [j34]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Fernando Rojas:
Output value-based initialization for radial basis function neural networks. Neural Process. Lett. 25(3): 209-225 (2007) - [j33]Antonio Jesús Rivera Rivas, Ignacio Rojas, Julio Ortega Lopera, María José del Jesus:
A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks. Soft Comput. 11(7): 655-668 (2007) - [j32]Oscar Cordón, Rafael Alcalá, Jesús Alcalá-Fdez, Ignacio Rojas:
Guest Editorial Genetic Fuzzy Systems: What's Next? An Introduction to the Special Section. IEEE Trans. Fuzzy Syst. 15(4): 533-535 (2007) - [c74]Olga Valenzuela, Fernando Rojas Ruiz, Ignacio Rojas Ruiz, Maria del Mar Cepero, Francisco Javier Rojas:
A Genetic Programming Approach for Classification of the Spontaneous Termination of Atrial Fibrillation. BIOCOMP 2007: 296-300 - [c73]Alberto Guillén, Jesús González, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Francisco Fernández:
A New Multiobjective RBFNNs Designer and Feature Selector for a Mineral Reduction Application. FUZZ-IEEE 2007: 1-6 - [c72]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio:
On Incorporating Seasonal Information on Recursive Time Series Predictors. ICANN (2) 2007: 506-515 - [c71]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter:
Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization. ICANNGA (1) 2007: 85-92 - [c70]M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, María José del Jesus, Ignacio Rojas:
CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm. IWANN 2007: 324-332 - [c69]Alberto Guillén, Héctor Pomares, Jesús González, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto:
Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems. IWANN 2007: 341-350 - [c68]Ginés Rubio, Héctor Pomares, Luis Javier Herrera, Ignacio Rojas:
Kernel Methods Applied to Time Series Forecasting. IWANN 2007: 782-789 - [c67]Alberto Guillén, Ignacio Rojas Ruiz, Jesús González, Héctor Pomares, Luis Javier Herrera:
A First Approach to Birth Weight Prediction Using RBFNNs. IWINAC (1) 2007: 253-260 - 2006
- [j31]Ignacio Rojas, Héctor Pomares, Jesús González, Luis Javier Herrera, Alberto Guillén, Fernando Rojas Ruiz, Olga Valenzuela:
Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time. Fuzzy Sets Syst. 157(16): 2241-2258 (2006) - [j30]Jesús González, Ignacio Rojas, Héctor Pomares, Fernando Rojas, José M. Palomares:
Multi-objective evolution of fuzzy systems. Soft Comput. 10(9): 735-748 (2006) - [c66]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter:
Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation. Australian Conference on Artificial Intelligence 2006: 1127-1132 - [c65]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Michel Verleysen, Alberto Guillén:
Effective Input Variable Selection for Function Approximation. ICANN (1) 2006: 41-50 - [c64]Suhail M. Odeh, Eduardo Ros, Ignacio Rojas, José M. Palomares:
Skin Lesion Diagnosis Using Fluorescence Images. ICIAR (2) 2006: 648-659 - [c63]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Francisco Fernández:
Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction. ICNC (1) 2006: 511-520 - [c62]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto:
Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems. IJCNN 2006: 3175-3180 - [c61]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Alberto Prieto:
A Fuzzy-Possibilistic Fuzzy Ruled Clustering Algorithm for RBFNNs Design. RSCTC 2006: 647-656 - 2005
- [j29]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Alberto Prieto:
TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy. Fuzzy Sets Syst. 153(3): 403-427 (2005) - [c60]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Olga Valenzuela:
Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation. ECSQARU 2005: 613-624 - [c59]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González:
New Technique for Initialization of Centres in TSK Clustering-Based Fuzzy Systems. ECSQARU 2005: 980-991 - [c58]Olga Valenzuela, Ignacio Rojas Ruiz, Fernando Rojas Ruiz, Luisa Marquez:
Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network. ESANN 2005: 145-150 - [c57]Fernando Rojas Ruiz, Carlos García Puntonet, Ignacio Rojas Ruiz:
Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation. ESANN 2005: 521-526 - [c56]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto:
Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm. IWANN 2005: 272-279 - [c55]Mohammed Awad, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto:
Input Variable Selection in Hierarchical RBF Networks. IWANN 2005: 280-288 - [c54]Antonio Jesús Rivera Rivas, Ignacio Rojas, Julio Ortega:
Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs. IWANN 2005: 297-305 - [c53]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad:
Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models. IWANN 2005: 399-406 - [c52]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Olga Valenzuela, Alberto Prieto:
TaSe Model for Long Term Time Series Forecasting. IWANN 2005: 1027-1034 - [c51]Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén:
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) 2005: 143-152 - [c50]Alberto Guillén, Ignacio Rojas, Eduardo Ros, Luis Javier Herrera:
Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals. IWINAC (2) 2005: 538-547 - [c49]Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Olga Valenzuela, Alberto Prieto:
A Possibilistic Approach to RBFN Centers Initialization. RSFDGrC (2) 2005: 174-183 - [c48]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Jesús González:
Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model. RSFDGrC (1) 2005: 402-411 - 2004
- [j28]Héctor Pomares, Ignacio Rojas Ruiz, Jesús González, Miguel Damas, Begoña Pino, Alberto Prieto:
Online global learning in direct fuzzy controllers. IEEE Trans. Fuzzy Syst. 12(2): 218-229 (2004) - [j27]Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas, Rubén Martín-Clemente:
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 34(4): 407-416 (2004) - [c47]Ignacio Rojas Ruiz, Héctor Pomares:
Soft-computing techniques for time series forecasting. ESANN 2004: 93-102 - [c46]Luis Javier Herrera, Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, Jesús González, Mohammed Awad:
MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality. ESANN 2004: 127-132 - [c45]Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Elmar Wolfgang Lang, Ignacio Rojas Ruiz, Carlos García Puntonet, Moisés Salmerón-Campos:
Lattice ICA for the separation of speech signals. ESANN 2004: 337-342 - [c44]Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Jesús González, Alberto Prieto:
Fine control of monotonic systems using a global self-learning adaptive fuzzy controller. FUZZ-IEEE 2004: 1299-1303 - [c43]Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Rubén Martín-Clemente, Ignacio Rojas Ruiz, Carlos García Puntonet:
Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals. ICA 2004: 350-357 - [c42]Fernando Rojas Ruiz, Carlos García Puntonet, Ignacio Rojas Ruiz, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez:
Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS. ICA 2004: 758-765 - [c41]Ignacio Rojas, Fernando Rojas, Héctor Pomares, Luis Javier Herrera, Jesús González, Olga Valenzuela:
The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction. MICAI 2004: 30-39 - [c40]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Mohammed Awad:
MultiGrid-Based Fuzzy Systems for Function Approximation. MICAI 2004: 252-261 - [c39]Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Jesús González, Olga Valenzuela:
Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning. MICAI 2004: 508-516 - 2003
- [j26]Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Ignacio Rojas, Gustavo Romero, Pedro Ángel Castillo Valdivieso, J. Carpio:
Evolving two-dimensional fuzzy systems. Fuzzy Sets Syst. 138(2): 381-398 (2003) - [j25]Jesús González, Ignacio Rojas, Julio Ortega Lopera, Héctor Pomares, Francisco Javier Fernández-Baldomero, Antonio F. Díaz:
Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation. IEEE Trans. Neural Networks 14(6): 1478-1495 (2003) - [c38]Olga Valenzuela, Lozano Márquez, Miguel Pasadas, Ignacio Rojas, Manuel Rodríguez, Fernando Rojas:
Analysis of the Functional Block and Operator Involved in Fuzzy System Design. CAEPIA 2003: 157-166 - [c37]Ignacio Rojas, Fernando Rojas, Olga Valenzuela, Alberto Prieto:
The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction. CAEPIA 2003: 566-576 - [c36]Eduardo Ros, M. M. Rodríguez, Sonia Mota, José Luis Bernier, Ignacio Rojas, Carlos García Puntonet, Elmar Wolfgang Lang:
Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning. IbPRIA 2003: 858-867 - [c35]Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas:
Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. IWANN (2) 2003: 233-240 - [c34]Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas:
A New Geometrical ICA-based Method for Blind Separation of Speech Signals. IWANN (2) 2003: 281-288 - [c33]Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega:
Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks. IWANN (1) 2003: 454-461 - [c32]Antonio Jesús Rivera Rivas, Julio Ortega, Ignacio Rojas, María José del Jesus:
Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons. IWANN (1) 2003: 470-477 - [c31]Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega:
Studying the Convergence of the CFA Algorithm. IWANN (1) 2003: 550-557 - [c30]Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega:
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. IWANN (2) 2003: 679-686 - [c29]Olga Valenzuela, Ignacio Rojas, Fernando Rojas:
Sequential Learning Algorithm of Neural Networks Systems for Time Series. KI 2003: 327-341 - [c28]Olga Valenzuela, Ignacio Rojas, Fernando Rojas:
Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process. WILF 2003: 63-71 - 2002
- [j24]Héctor Pomares, Ignacio Rojas, Jesús González, Fernando Rojas, Miguel Damas, F. J. Fernández:
A two-stage approach to self-learning direct fuzzy controllers. Int. J. Approx. Reason. 29(3): 267-289 (2002) - [j23]Ignacio Rojas, Héctor Pomares, José Luis Bernier, Julio Ortega Lopera, Begoña Pino, Francisco J. Pelayo, Alberto Prieto:
Time series analysis using normalized PG-RBF network with regression weights. Neurocomputing 42(1-4): 267-285 (2002) - [j22]Héctor Pomares, Ignacio Rojas, Jesús González, Alberto Prieto:
Structure identification in complete rule-based fuzzy systems. IEEE Trans. Fuzzy Syst. 10(3): 349-359 (2002) - [j21]Jesús González, Ignacio Rojas, Julio Ortega Lopera, Alberto Prieto:
A new clustering technique for function approximation. IEEE Trans. Neural Networks 13(1): 132-142 (2002) - [j20]Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Ignacio Rojas, Gustavo Romero:
Statistical analysis of the parameters of a neuro-genetic algorithm. IEEE Trans. Neural Networks 13(6): 1374-1394 (2002) - [j19]Ignacio Rojas, Jesús González, Héctor Pomares, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero:
Statistical analysis of the main parameters involved in the design of a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 32(1): 31-37 (2002) - [j18]Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón, Juan Julián Merelo Guervós:
Web newspaper layout optimization using simulated annealing. IEEE Trans. Syst. Man Cybern. Part B 32(5): 686-691 (2002) - [c27]Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega, Arieto Prieto:
Genetic algorithm approach to nonlinear blind source separation. IEEE Congress on Evolutionary Computation 2002: 1098-1102 - [c26]Héctor Pomares, Ignacio Rojas, Jesús González:
Structure identification of fuzzy controllers in real time. FUZZ-IEEE 2002: 396-401 - [c25]Héctor Pomares, Ignacio Rojas, Jesús González:
New Methodology for Structure Identification of Fuzzy Controllers in Real Time. IBERAMIA 2002: 845-854 - [c24]Jesús González, Ignacio Rojas, Héctor Pomares:
Neural Networks, Clustering Techniques, and Function Approximation Problems. ICANN 2002: 553-558 - [c23]Jesús González, Ignacio Rojas, Héctor Pomares, Alberto Prieto, Karl Goser:
Evolutionary Training of Neuro-fuzzy Patches for Function Approximation. ICANN 2002: 559-564 - [c22]Moisés Salmerón, Julio Ortega, Carlos García Puntonet, Alberto Prieto, Ignacio Rojas:
SSA, SVD, QR-cp, and RBF Model Reduction. ICANN 2002: 589-594 - [c21]Jesús González, Ignacio Rojas, Héctor Pomares:
Evolutive Identification of Fuzzy Systems for Time-Series Prediction. PPSN 2002: 517-526 - 2001
- [j17]Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón, Alberto Prieto, Juan Julián Merelo Guervós:
Optimization of web newspaper layout in real time. Comput. Networks 36(2/3): 311-321 (2001) - [j16]Ignacio Rojas, Jesús González, Héctor Pomares, Fernando Rojas, F. J. Fernández, Alberto Prieto:
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems. Int. J. Approx. Reason. 26(3): 179-210 (2001) - [j15]José Luis Bernier, Julio Ortega Lopera, Eduardo Ros Vidal, Ignacio Rojas, Alberto Prieto:
A Quantitative Study of Fault Tolerance, Noise Immunity, and Generalization Ability of MLPs. Neural Comput. 12(12): 2941-2964 (2001) - [c20]Carlos García Puntonet, Ali Mansour, Manuel Rodríguez Álvarez, Beatriz Prieto, Ignacio Rojas Ruiz:
A stochastic and competitive network for the separation of sources. ESANN 2001: 31-38 - [c19]Ignacio Rojas Ruiz, José Luis Bernier, Eduardo Ros Vidal, Fernando J. Rojas, Carlos García Puntonet:
The synergy between multideme genetic algorithms and fuzzy systems. ESANN 2001: 199-204 - [c18]Héctor Pomares, Ignacio Rojas, Jesús González, Alberto Prieto:
A Method for Structure Identification in Complete Rule-based Fuzzy Systems. FUZZ-IEEE 2001: 376-379 - [c17]Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas, Alberto Prieto:
An Enhanced Self-organizing Controller for Real-time Process-control Applications. FUZZ-IEEE 2001: 856-859 - [c16]Ignacio Rojas, Héctor Pomares, Jesús González, Peter Glösekötter, J. Diestuhl, Karl Goser:
A New Sequential Learning Algorithm Using Pseudo-gaussian Functions for Neuro-fuzzy Systems. FUZZ-IEEE 2001: 1243-1246 - [c15]Ignacio Rojas Ruiz, Héctor Pomares, Jesús González, Peter Glösekötter, J. Diestuhl, Karl Goser:
Multideme Evolution algorithm Based Approach to the Generation of Fuzzy Systems. FUZZ-IEEE 2001: 1412-1415 - [c14]Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas, Alberto Prieto:
Fine Tuning of Fuzzy of Fuzzy Controllers Using a Two-stage Algorithm. FUZZ-IEEE 2001: 1479-1482 - [c13]Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega:
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting. IWANN (1) 2001: 498-505 - [c12]Héctor Pomares, Ignacio Rojas, Jesús González, Miguel Damas:
A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time. IWANN (1) 2001: 530-537 - [c11]Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón:
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks. IWANN (1) 2001: 538-545 - [c10]Antonio Jesús Rivera Rivas, Julio Ortega, Ignacio Rojas, Alberto Prieto:
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules. IWANN (1) 2001: 570-578 - [c9]Manuel Rodríguez Álvarez, Carlos García Puntonet, Ignacio Rojas:
Separation of Sources Based on the Partitioning of the Space of Observations. IWANN (2) 2001: 762-769 - 2000
- [j14]Ignacio Rojas, Jesús González, Antonio Cañas, Antonio F. Díaz, Fernando Rojas, Manuel Rodríguez:
Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights. Int. J. Neural Syst. 10(5): 353-364 (2000) - [j13]José Luis Bernier, Julio Ortega Lopera, Ignacio Rojas, Alberto Prieto:
Improving the tolerance of multilayer perceptrons by minimizing the statistical sensitivity to weight deviations. Neurocomputing 31(1-4): 87-103 (2000) - [j12]Eduardo Ros Vidal, Francisco J. Pelayo, P. Martin-Smith, Ignacio Rojas, D. Palomar, Alberto Prieto:
Competitive and Temporal Inhibition Structures with Spiking Neurons. Neural Process. Lett. 11(3): 197-208 (2000) - [j11]Ignacio Rojas, Héctor Pomares, Jesús González, José Luis Bernier, Eduardo Ros Vidal, Francisco J. Pelayo, Alberto Prieto:
Analysis of the Functional Block Involved in the Design of Radial Basis Function Networks. Neural Process. Lett. 12(1): 1-17 (2000) - [j10]José Luis Bernier, Julio Ortega Lopera, Ignacio Rojas, Eduardo Ros Vidal, Alberto Prieto:
Obtaining Fault Tolerant Multilayer Perceptrons Using an Explicit Regularization. Neural Process. Lett. 12(2): 107-113 (2000) - [j9]Ignacio Rojas, Héctor Pomares, Julio Ortega Lopera, Alberto Prieto:
Self-organized fuzzy system generation from training examples. IEEE Trans. Fuzzy Syst. 8(1): 23-36 (2000) - [j8]Héctor Pomares, Ignacio Rojas, Julio Ortega Lopera, Jesús González, Alberto Prieto:
A systematic approach to a self-generating fuzzy rule-table for function approximation. IEEE Trans. Syst. Man Cybern. Part B 30(3): 431-447 (2000) - [c8]Ignacio Rojas, Héctor Pomares, Jesús González, Eduardo Ros, Moisés Salmerón, Julio Ortega, Alberto Prieto:
A New Radial Basis Function Networks Structure: Application to Time Series Prediction. IJCNN (4) 2000: 449-454 - [c7]Ignacio Rojas, José Luis Bernier, Manuel Rodríguez Álvarez, Alberto Prieto:
What are the Main Functional Block Involved in the Design of Adaptive Neuro-Fuzzy Inference Systems? IJCNN (6) 2000: 551-558
1990 – 1999
- 1999
- [j7]Ignacio Rojas, Julio Ortega Lopera, Francisco J. Pelayo, Alberto Prieto:
Statistical analysis of the main parameters in the fuzzy inference process. Fuzzy Sets Syst. 102(2): 157-173 (1999) - [j6]Ignacio Rojas, Héctor Pomares, Francisco J. Pelayo, Mancia Anguita, Eduardo Ros Vidal, Alberto Prieto:
New methodology for the development of adaptive and self-learning fuzzy controllers in real time. Int. J. Approx. Reason. 21(2): 109-136 (1999) - [j5]Eduardo Ros, Francisco J. Pelayo, D. Palomar, Ignacio Rojas, José Luis Bernier, Alberto Prieto:
Stimulus Correlation and Adaptive Motion Detection Using Spiking Neurons. Int. J. Neural Syst. 9(5): 485-490 (1999) - [j4]José Luis Bernier, Julio Ortega, Eduardo Ros, Ignacio Rojas, Alberto Prieto:
A New Measurement of Noise Immunity and Generalization Ability for MLPs. Int. J. Neural Syst. 9(6): 511-521 (1999) - [j3]José Luis Bernier, Julio Ortega Lopera, M. M. Rodríguez, Ignacio Rojas, Alberto Prieto:
An Accurate Measure for Multilayer Perceptron Tolerance to Weight Deviations. Neural Process. Lett. 10(2): 121-130 (1999) - [c6]Julio Ortega, José Luis Bernier, Antonio F. Díaz, Ignacio Rojas, Moisés Salmerón, Alberto Prieto:
Parallel combinatorial optimization with evolutionary cooperation between processors. CEC 1999: 1051-1058 - [c5]Eduardo Ros Vidal, Francisco J. Pelayo, Ignacio Rojas, F. J. Fernández, Alberto Prieto:
A VLSI Approach for Spike Timing Coding. IWANN (2) 1999: 166-175 - [c4]Ignacio Rojas, Héctor Pomares, Julio Ortega, Eduardo Ros Vidal, Alberto Prieto:
Sequential Learning Algorithm for PG-RBF Network Using Regression Weights for Time Series Prediction. IWANN (1) 1999: 631-640 - [c3]José Luis Bernier, Julio Ortega, M. M. Rodríguez, Ignacio Rojas, Alberto Prieto:
An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations. IWANN (2) 1999: 853-862 - 1998
- [j2]Ignacio Rojas, Olga Valenzuela, Mancia Anguita, Alberto Prieto:
Analysis of the operators involved in the definition of the implication functions and in the fuzzy inference process. Int. J. Approx. Reason. 19(3-4): 367-389 (1998) - [j1]Julio Ortega, Ignacio Rojas, Antonio F. Díaz, Alberto Prieto:
Parallel Coarse Grain Computing of Boltzmann Machines. Neural Process. Lett. 7(3): 169-184 (1998) - [c2]Ignacio Rojas Ruiz, Mancia Anguita, Eduardo Ros Vidal, Héctor Pomares, Olga Valenzuela, Alberto Prieto:
What are the main factors involved in the design of a Radial Basis Function Network? ESANN 1998: 1-6 - 1997
- [c1]Ignacio Rojas, Olga Valenzuela, Alberto Prieto:
Statistical Analysis of the Main Parameters in the Definition of Radial Bases Function Networks. IWANN 1997: 882-891
Coauthor Index
Oresti Baños
aka: Oresti Banos
aka: Oresti Banos
José Luis Bernier
aka: José Luis Bernier Villamor
aka: José Luis Bernier Villamor
Gonzalo Joya Caparrós
aka: Gonzalo Joya
aka: Gonzalo Joya
Andreu Català
aka: Andreu Català Mallofré
aka: Andreu Català Mallofré
J. P. Florido
aka: Javier Perez-Florido
aka: Javier Perez-Florido
[c169] [j88] [c144] [j49] [c92] [j43] [c83] [j39] [j38] [j37] [j36] [j34] [c73] [c71] [c69] [c67] [j31] [j30] [c66] [c63] [c62] [c61] [c59] [c56] [c53] [c49] [c48] [j28] [c46] [c44] [c41] [c39] [j25] [c33] [c31] [j24] [j22] [j21] [j19] [j18] [c26] [c25] [c24] [c23] [c21] [j17] [j16] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [j14] [j11] [j8] [c8]
[c168] [c165] [j100] [c162] [c157] [c151] [c149] [j87] [j81] [c139] [c138] [c137] [c135] [j78] [c131] [c130] [j70] [c128] [c127] [c124] [c121] [c117] [c108] [p1] [j58] [j56] [c102] [j51] [j48] [j47] [j46] [c92] [j45] [j43] [c90] [c89] [c88] [c87] [c86] [c84] [c82] [c81] [c77] [r1] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [c73] [c72] [c71] [c69] [c67] [j31] [c66] [c65] [c63] [c62] [c61] [c60] [c59] [c56] [c53] [c52] [c51] [c50] [c49] [c48]
Francisco M. Ortuño Guzman
aka: Francisco M. Ortuño
aka: Francisco M. Ortuño
Luis Javier Herrera
aka: Luis Javier Herrera Maldonado
aka: Luis Javier Herrera Maldonado
[j104] [e33] [e32] [c169] [c168] [c167] [e29] [e28] [c165] [c164] [e27] [e26] [j100] [j99] [c163] [c162] [c161] [c159] [e25] [j94] [c158] [e22] [c157] [c156] [j91] [c151] [c150] [c149] [c147] [c146] [j87] [j81] [c139] [c138] [c137] [c135] [j78] [c131] [c130] [j69] [c127] [c126] [c124] [c117] [c116] [j64] [j62] [p1] [j58] [j56] [j55] [c102] [c100] [j49] [j48] [j47] [j46] [c93] [c92] [c91] [j45] [c90] [c88] [c87] [c85] [c84] [c83] [c82] [c78] [r1] [j42] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [c73] [c72] [c71] [c69] [c68] [c67] [j31] [c66] [c65] [c63] [c62] [c61] [j29] [c60] [c59] [c56] [c55] [c53] [c52] [c50] [c49] [c48] [c46] [c44] [c41] [c40] [c39]
Julio Ortega 0001
aka: Julio Ortega Lopera
aka: Julio Ortega Lopera
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[j86] [j63] [c115] [c114] [c109] [j55] [c96] [j36] [j35] [c69] [c62] [c61] [j29] [c56] [c55] [c52] [c49] [j28] [c44] [c37] [j23] [j22] [j21] [j20] [c23] [c22] [j17] [j16] [j15] [c18] [c17] [c14] [c10] [j13] [j12] [j11] [j10] [j9] [j8] [c8] [c7] [j7] [j6] [j5] [j4] [j3] [c6] [c5] [c4] [c3] [j2] [j1] [c2] [c1]
[j104] [e33] [e32] [e29] [e28] [j101] [c164] [e27] [e26] [j98] [j96] [j95] [e22] [e19] [e18] [c155] [j91] [c130] [c129] [j73] [c126] [c116] [c106] [r1] [j42] [j40] [j39] [j38] [j34] [c74] [j31] [j30] [c58] [c57] [j27] [c45] [c43] [c42] [c41] [c38] [c37] [c35] [c34] [c30] [c29] [c28] [j24] [c27] [j16] [c19] [j14]
[j104] [e33] [e32] [j103] [j102] [c166] [e29] [e28] [c164] [e27] [e26] [j98] [j96] [j95] [j94] [e22] [e19] [e18] [j92] [c154] [j88] [c147] [c146] [j83] [j77] [c133] [c130] [c129] [j74] [j73] [c128] [c126] [c123] [c120] [c119] [c117] [c116] [j64] [j62] [j61] [c112] [c111] [c109] [j58] [j46] [j45] [j43] [c80] [r1] [j42] [j40] [j39] [j36] [j35] [j34] [c74] [j31] [j29] [c60] [c58] [c56] [c52] [c49] [c46] [c41] [c40] [c39] [c38] [c37] [c29] [c28] [j2] [c2] [c1]
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