| 2026 | HAIS | Searching for Interpretable Multilayer Perceptrons Using a Structural-Behavioural Interpretability Metric. | Francisco Javier Martnez de Pisn, Alpha V. Perna-Espinoza, Jose Divasn |
| 2025 | HAIS | HYBPARSIMONY-IDT: Hybrid Parsimonious Search for Interpretable Decision Trees. | Francisco Javier Martnez de Pisn, Alpha V. Perna-Espinoza, Jose Divasn |
| 2024 | HAIS | BatNoiseDL: Discrimination of Bat Signals Through an Ensemble of Deep Learning Models. | Francisco Javier Martnez de Pisn, Jose Divasn, Flix Gonzlez |
| 2023 | HAIS | Varroa Mite Detection Using Deep Learning Techniques. | Jose Divasn, Francisco Javier Martnez de Pisn, Ana Romero, Pilar Santolaria, Jess Yniz |
| 2021 | HAIS | PSO-PARSIMONY: A New Methodology for Searching for Accurate and Parsimonious Models with Particle Swarm Optimization. Application for Predicting the Force-Displacement Curve in T-stub Steel Connections. | Julio Fernndez-Ceniceros, Andrs Sanz-Garca, Alpha V. Perna-Espinoza, Francisco Javier Martnez de Pisn |
| 2019 | HAIS | Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power Consumption. | Eduardo Dulce, Francisco Javier Martnez de Pisn |
| 2018 | HAIS | GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection. | Francisco Javier Martnez de Pisn, Ruben Gonzalez-Sendino, Javier Ferreiro-Cabello, Esteban Fraile-Garcia, Alpha V. Perna-Espinoza |
| 2018 | HAIS | An Algorithm Based on Satellite Observations to Quality Control Ground Solar Sensors: Analysis of Spanish Meteorological Networks. | Rubn Urraca, Javier Antoanzas-Torres, Andrs Sanz-Garca, Alvaro Aldama, Francisco Javier Martnez de Pisn |
| 2017 | HAIS | Single and Blended Models for Day-Ahead Photovoltaic Power Forecasting. | Javier Antoanzas, Rubn Urraca, Alpha V. Perna-Espinoza, Alvaro Aldama, Luis Alfredo Fernndez-Jimnez, Francisco Javier Martnez de Pisn |
| 2017 | HAIS | Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection. | Francisco Javier Martnez de Pisn, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro-Cabello, Esteban Fraile-Garcia |
| 2012 | EATIS | Data mining in the process of localization and classification of subcorticals structures. | Pablo Guilln, Miguel Argez, J. Barrera, Leticia Velzquez, Francisco Javier Martnez de Pisn |