| 2025 | IWANN | Deep Learning or Trees? A Trade-off Analysis for Multivariate Time Series Forecasting. | Pablo Reina-Jimnez, Mara Martnez-Ballesteros, Jos C. Riquelme |
| 2024 | SAC | Evolutionary Feature Selection for Time-Series Forecasting. | Maria Lourdes Linares-Barrera, Manuel Jess Jimnez-Navarro, Isabel Sofia Brito, Jos C. Riquelme, Mara Martnez-Ballesteros |
| 2023 | GECCO | Simultaneous Evolutionary Optimization of Features Subset and Clusters Number. | Jos David Martn-Fernndez, Beatriz Pontes, Jos C. Riquelme |
| 2023 | HAIS | A Feature Selection and Association Rule Approach to Identify Genes Associated with Metastasis and Low Survival in Sarcoma. | Maria Lourdes Linares-Barrera, Mara Martnez-Ballesteros, Jos Manuel Garca-Heredia, Jos C. Riquelme |
| 2022 | HAIS | Concept Drift Detection to Improve Time Series Forecasting of Wind Energy Generation. | Toms Cabello-Lpez, Manuel Caizares-Juan, Manuel Carranza-Garca, Jorge Garca-Gutirrez, Jos C. Riquelme |
| 2022 | ICIP | Temporal Axial Attention For Lidar-Based 3d Object Detection In Autonomous Driving. | Manuel Carranza-Garca, Jos C. Riquelme, Avideh Zakhor |
| 2018 | HAIS | SmartFD: A Real Big Data Application for Electrical Fraud Detection. | David Gutirrez-Avils, J. A. Fbregas, J. Tejedor, Francisco Martnez-lvarez, Alicia Troncoso, A. Arcos, Jos C. Riquelme |
| 2017 | IWINAC | Low Dimensionality or Same Subsets as a Result of Feature Selection: An In-Depth Roadmap. | Antonio J. Talln-Ballesteros, Jos C. Riquelme |
| 2016 | HAIS | Accuracy Increase on Evolving Product Unit Neural Networks via Feature Subset Selection. | Antonio J. Talln-Ballesteros, Jos C. Riquelme, Roberto Ruiz Snchez |
| 2015 | IWINAC | Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach. | Antonio J. Talln-Ballesteros, Jos C. Riquelme |
| 2014 | EASE | Preliminary comparison of techniques for dealing with imbalance in software defect prediction. | Daniel Rodrguez, Israel Herraiz, Rachel Harrison, Jos Javier Dolado, Jos C. Riquelme |
| 2014 | IDEAL | Tackling Ant Colony Optimization Meta-Heuristic as Search Method in Feature Subset Selection Based on Correlation or Consistency Measures. | Antonio J. Talln-Ballesteros, Jos C. Riquelme |
| 2013 | HAIS | ra A Sensitivity Analysis for Quality Measures of Quantitative Association Rules. | Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Alicia Troncoso Lora, Jos C. Riquelme |
| 2011 | GECCO | Multiobjective simulation optimisation in software project management. | Daniel Rodrguez, Mercedes Ruiz-Carreira, Jos C. Riquelme, Rachel Harrison |
| 2011 | HAIS | Computational Intelligence Techniques for Predicting Earthquakes. | Francisco Martnez-lvarez, Alicia Troncoso Lora, A. Morales-Esteban, Jos C. Riquelme |
| 2011 | ICAART | Mining Quantitative Association Rules in Microarray Data using Evolutive Algorithms. | Mara Martnez-Ballesteros, Cristina Rubio-Escudero, Jos C. Riquelme, Francisco Martnez-lvarez |
| 2011 | ISDA | Triclustering on temporary microarray data using the TriGen algorithm. | David Gutirrez-Avils, Cristina Rubio-Escudero, Jos C. Riquelme |
| 2011 | ISDA | Inferring gene-gene associations from Quantitative Association Rules. | Mara Martnez-Ballesteros, Isabel A. Nepomuceno-Chamorro, Jos C. Riquelme |
| 2011 | ISDA | On the use of algorithms to discover motifs in DNA sequences. | Cristina Rubio-Escudero, Francisco Martnez-lvarez, Mara Martnez-Ballesteros, Jos C. Riquelme |
| 2011 | IWINAC | Improving the Accuracy of a Two-Stage Algorithm in Evolutionary Product Unit Neural Networks for Classification by Means of Feature Selection. | Antonio J. Talln-Ballesteros, Csar Hervs-Martnez, Jos C. Riquelme, Roberto Ruiz |
| 2011 | SSBSE | Subgroup Discovery for Defect Prediction. | Daniel Rodrguez, Roberto Ruiz, Jos C. Riquelme, Rachel Harrison |
| 2010 | ICANN | Evolutionary | Francisco Fernndez-Navarro, Csar Hervs-Martnez, Pedro Antonio Gutirrez, Roberto Ruiz, Jos C. Riquelme |
| 2009 | IDA | Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences. | Francisco Martnez-lvarez, Alicia Troncoso Lora, Jos C. Riquelme |
| 2009 | IDEAL | Quantitative Association Rules Applied to Climatological Time Series Forecasting. | Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Alicia Troncoso Lora, Jos C. Riquelme |
| 2008 | ICDM | LBF: A Labeled-Based Forecasting Algorithm and Its Application to Electricity Price Time Series. | Francisco Martnez-lvarez, Alicia Troncoso Lora, Jos C. Riquelme, Jess S. Aguilar-Ruiz |