| 2025 | IDEAL | Reducing Experimentation Training Overhead in Time Series Forecasting through LLM Adaptation. | M. Germn-Morales, Antonio J. Rivera, Mara Jos del Jesus, Cristbal J. Carmona |
| 2025 | IDEAL | Preliminary Analysis of Loss Functions in Generative Model Inversion Attacks. | F. Moreno, Antonio J. Rivera, Mara Jos del Jesus, M. Dolores Prez-Godoy |
| 2025 | IWANN | MORENA: Empty Images Detection Based on Unsupervised Reconstruction Error Analysis. | David de la Rosa, Mara Jos del Jesus, Mara Dolores Prez-Godoy, Francisco Charte |
| 2023 | HAIS | Analysis of Transformer Model Applications. | Maria Isabel Cabrera-Bermejo, Mara Jos del Jesus, Antonio J. Rivera, David A. Elizondo, Francisco Charte, M. Dolores Prez-Godoy |
| 2023 | IWANN | NOSpcimen: A First Approach to Unsupervised Discarding of Empty Photo Trap Images. | David de la Rosa, Antonio lvarez, Ramn Prez, Germn Garrote, Antonio J. Rivera, Mara Jos del Jesus, Francisco Charte |
| 2021 | IWANN | Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms. | Fernando Puentes-Marchal, Mara Dolores Prez-Godoy, Pedro Gonzlez, Mara Jos del Jesus |
| 2019 | IWINAC | A Showcase of the Use of Autoencoders in Feature Learning Applications. | David Charte, Francisco Charte, Mara Jos del Jesus, Francisco Herrera |
| 2019 | IWINAC | Automating Autoencoder Architecture Configuration: An Evolutionary Approach. | Francisco Charte, Antonio J. Rivera, Francisco Martnez, Mara Jos del Jesus |
| 2018 | IDEAL | A First Approach to Face Dimensionality Reduction Through Denoising Autoencoders. | Francisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, Mara Jos del Jesus |
| 2017 | HAIS | On the Impact of Imbalanced Data in Convolutional Neural Networks Performance. | Francisco Javier Pulgar, Antonio J. Rivera, Francisco Charte, Mara Jos del Jesus |
| 2017 | IWANN | A Transformation Approach Towards Big Data Multilabel Decision Trees. | Antonio Jess Rivera Rivas, Francisco Charte Ojeda, Francisco Javier Pulgar, Mara Jos del Jesus |
| 2016 | HAIS | Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach. | Cristbal J. Carmona, Francisco Javier Pulgar, Antonio Jess Rivera Rivas, Mara Jos del Jesus, Jorge Aguilera |
| 2016 | HAIS | R Ultimate Multilabel Dataset Repository. | Francisco Charte, David Charte, Antonio J. Rivera, Mara Jos del Jesus, Francisco Herrera |
| 2016 | HAIS | On the Impact of Dataset Complexity and Sampling Strategy in Multilabel Classifiers Performance. | Francisco Charte, Antonio J. Rivera, Mara Jos del Jesus, Francisco Herrera |
| 2015 | EUSFLAT | FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery. | Cristbal J. Carmona, Pedro Gonzlez, Mara Jos del Jesus |
| 2015 | HAIS | Resampling Multilabel Datasets by Decoupling Highly Imbalanced Labels. | Francisco Charte, Antonio Jess Rivera, Mara Jos del Jesus, Francisco Herrera |
| 2015 | IDEAL | Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2015 | IWANN | CO ^2 RBFN-CS: First Approach Introducing Cost-Sensitivity in the Cooperative-Competitive RBFN Design. | Mara Dolores Prez-Godoy, Antonio Jess Rivera, Francisco Charte, Mara Jos del Jesus |
| 2014 | HAIS | Concurrence among Imbalanced Labels and Its Influence on Multilabel Resampling Algorithms. | Francisco Charte, Antonio Jess Rivera Rivas, Mara Jos del Jesus, Francisco Herrera |
| 2014 | IDEAL | MLeNN: A First Approach to Heuristic Multilabel Undersampling. | Francisco Charte, Antonio J. Rivera, Mara Jos del Jesus, Francisco Herrera |
| 2013 | HAIS | A First Approach to Deal with Imbalance in Multi-label Datasets. | Francisco Charte, Antonio Jess Rivera Rivas, Mara Jos del Jesus, Francisco Herrera |
| 2013 | IJCNN | A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments. | M. Dolores Prez-Godoy, Antonio J. Rivera, Mara Jos del Jesus, Francisco Martnez |
| 2013 | IFSA | An evolutionary fuzzy system for the detection of exceptions in subgroup discovery. | Cristbal J. Carmona, Pedro Gonzlez, Mara Jos del Jesus, B. Garca-Domingo, Jorge Aguilera |
| 2013 | IWANN | Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks. | Francisco Charte Ojeda, Antonio Jess Rivera Rivas, Mara Dolores Prez-Godoy, Mara Jos del Jesus |
| 2012 | HAIS | Improving Multi-label Classifiers via Label Reduction with Association Rules. | Francisco Charte, Antonio Jess Rivera Rivas, Mara Jos del Jesus, Francisco Herrera |
| 2012 | ICPRAM | Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations. | Victoria Lpez, Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2011 | IWANN | Multi-label Testing for CO | Antonio Jess Rivera Rivas, Francisco Charte, M. Dolores Prez-Godoy, Mara Jos del Jesus |
| 2010 | IJCNN | A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design. | M. Dolores Prez-Godoy, Antonio Jess Rivera Rivas, Cristbal J. Carmona, Mara Jos del Jesus |
| 2010 | IPMU | Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2009 | EUSFLAT | Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets. | Alberto Fernndez, Francisco Jos Berlanga, Mara Jos del Jesus, Francisco Herrera |
| 2009 | HAIS | Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery. | Cristbal J. Carmona, Pedro Gonzlez, Mara Jos del Jesus, Francisco Herrera |
| 2009 | ISDA | E-tsRBF: Preliminary Results on the Simultaneous Determination of Time-Lags and Parameters of Radial Basis Function Neural Networks for Time Series Forecasting. | Elisabet Parras-Gutierrez, Vctor M. Rivas, Mara Jos del Jesus |
| 2009 | IWANN | Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms. | Maribel Garca Arenas, Elisabet Parras-Gutierrez, Vctor M. Rivas, Pedro A. Castillo, Mara Jos del Jesus, Juan Julin Merelo Guervs |
| 2009 | IWANN | Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2009 | IWANN | EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design. | Pedro L. Lpez, Antonio Jess Rivera Rivas, M. Dolores Prez-Godoy, Mara Jos del Jesus, Cristbal J. Carmona |
| 2009 | IWANN | Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification. | Elisabet Parras-Gutierrez, Vctor M. Rivas, Mara Jos del Jesus, Juan Julin Merelo Guervs |
| 2009 | IWANN | A Preliminar Analysis of CO2RBFN in Imbalanced Problems. | M. Dolores Prez-Godoy, Antonio Jess Rivera Rivas, Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2008 | DCAI | Techniques of Engineering Applied to a Non-structured Data Model. | Cristbal J. Carmona, Mara Jos del Jesus, Pablo Guerrero, Reyes Pea-Santiago, Vctor M. Rivas |
| 2008 | DCAI | A Symbiotic CHC Co-evolutionary Algorithm for Automatic RBF Neural Networks Design. | Elisabet Parras-Gutierrez, Mara Jos del Jesus, Juan Julin Merelo Guervs, Vctor M. Rivas |
| 2008 | HAIS | Automatic Neural Net Design by Means of a Symbiotic Co-evolutionary Algorithm. | Elisabet Parras-Gutierrez, Vctor M. Rivas, Mara Jos del Jesus |
| 2008 | HIS | A Short Study on the Use of Genetic 2-Tuples Tuning for Fuzzy Rule Based Classification Systems in Imbalanced Data-Sets. | Alberto Fernndez, Mara Jos del Jesus, Francisco Herrera |
| 2008 | HIS | Study of the Robustness of a Meta-Algorithm for the Estimation of Parameters in Artificial Neural Networks Design. | Elisabet Parras-Gutierrez, Mara Jos del Jesus, Vctor M. Rivas, Juan Julin Merelo Guervs |
| 2008 | HIS | An Study on Data Mining Methods for Short-Term Forecasting of the Extra Virgin Olive Oil Price in the Spanish Market. | Pedro Prez-Recuerda, Mara Pilar Fras, M. Dolores Prez-Godoy, Antonio Jess Rivera Rivas, Mara Jos del Jesus, Elisabet Parras-Gutierrez, F. J. Torres |
| 2007 | IWANN | A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets. | Alberto Fernndez, Salvador Garca, Mara Jos del Jesus, Francisco Herrera |
| 2007 | IWANN | CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm. | M. Dolores Prez-Godoy, Antonio Jess Rivera Rivas, Mara Jos del Jesus, Ignacio Rojas |
| 2006 | ICAISC | A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy Rule-Based Classification Systems. | Francisco Jos Berlanga, Mara Jos del Jesus, Mara Jos Gacto, Francisco Herrera |
| 2005 | EUSFLAT | Learning compact fuzzy rule-based classification systems with genetic programming. | Francisco Jos Berlanga, Mara Jos del Jesus, Francisco Herrera |
| 2003 | IWANN | Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons. | Antonio Jess Rivera Rivas, Julio Ortega, Ignacio Rojas, Mara Jos del Jesus |