| 2025 | IDEAL | Explainable Multi-fault Predictive Maintenance Through Analysis of Wrong Predictions. | Aurora Esteban, Aurora Ramrez, Carlos Garca-Martnez, Amelia Zafra |
| 2025 | IDEAL | MIHT: A Hoeffding Tree for Time Series Classification Using Multiple Instance Learning. | Aurora Esteban, Amelia Zafra, Sebastin Ventura |
| 2024 | HAIS | Early Failure Detection for Air Production Unit in Metro Trains. | Amelia Zafra, Bruno Veloso, Joo Gama |
| 2023 | HAIS | A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering. | Hermes Robles-Berumen, Amelia Zafra, Sebastin Ventura |
| 2020 | CEC | A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning. | Aurora Esteban, Amelia Zafra, Sebastin Ventura |
| 2018 | EDM | A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending Courses to University Students. | Aurora Esteban, Amelia Zafra, Cristbal Romero |
| 2013 | EUROGP | A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification. | Alberto Cano, Amelia Zafra, Eva Lucrecia Gibaja Galindo, Sebastin Ventura |
| 2011 | HAIS | A Parallel Genetic Programming Algorithm for Classification. | Alberto Cano, Amelia Zafra, Sebastin Ventura |
| 2011 | ISDA | An EP algorithm for learning highly interpretable classifiers. | Alberto Cano, Amelia Zafra, Sebastin Ventura |
| 2010 | GECCO | Grammar guided genetic programming for multiple instance learning: an experimental study. | Amelia Zafra, Sebastin Ventura |
| 2010 | HAIS | Solving Classification Problems Using Genetic Programming Algorithms on GPUs. | Alberto Cano, Amelia Zafra, Sebastin Ventura |
| 2010 | HAIS | Reducing Dimensionality in Multiple Instance Learning with a Filter Method. | Amelia Zafra, Mykola Pechenizkiy, Sebastin Ventura |
| 2010 | ISDA | Feature selection is the ReliefF for multiple instance learning. | Amelia Zafra, Mykola Pechenizkiy, Sebastin Ventura |
| 2009 | EDM | Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming. | Amelia Zafra, Sebastin Ventura |
| 2009 | HAIS | A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning. | Amelia Zafra, Sebastin Ventura |
| 2009 | IDEAL | A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns. | Jos Luis vila-Jimnez, Eva Lucrecia Gibaja Galindo, Amelia Zafra, Sebastin Ventura |
| 2009 | ISDA | Predicting Academic Achievement Using Multiple Instance Genetic Programming. | Amelia Zafra, Cristbal Romero, Sebastin Ventura |
| 2008 | HIS | Multiple Instance Learning with MultiObjective Genetic Programming for Web Mining. | Amelia Zafra, Eva Lucrecia Gibaja Galindo, Sebastin Ventura |
| 2007 | IWANN | Multiple Instance Learning with Genetic Programming for Web Mining. | Amelia Zafra, Sebastin Ventura, Enrique Herrera-Viedma, Cristbal Romero |
| 2006 | FQAS | Improving the User-System Interaction in a Web Multi-agent System Using Fuzzy Multi-granular Linguistic Information. | Enrique Herrera-Viedma, Carlos Porcel, Antonio Gabriel Lpez-Herrera, Sergio Alonso, Amelia Zafra |