Aldapa, Algorithms, Data Mining and Parallelism

In-Process Data Segmentation for Machine Learning Based Burn Prediction in Grinding

Gorka Gutierrez, Olatz Arbelaitz, David Barrenetxea, Jesús M. Pérez

2025 - Proceedings of the 19th CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME'25)

Presentación oral

Driven PCTBagging: Seeking greater discriminating capacity for the same level of interpretability

Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza

2024 - Advances in Artificial Intelligence, Lecture Notes in Computer Science: 20th Conference of the Spanish Association for Artificial Intelligence (CAEPIA'24), Proceedings

Capítulo de libro

PCTBagging: From Inner Ensembles to Ensembles. A trade-off between Discriminating Capacity and Interpretability

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera

2022 - Information Sciences

Artículo en revista

Inteligencia Artificial

Nerea Ezeiza, Itziar Irigoien, Alexander Mendiburu, Jesús M. Pérez

2021 - Trépanos

Artículo en revista

UnPART: PART without the 'partial' condition of it

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz

2018 - Information Sciences

Artículo en revista

The Consolidated Tree Construction Algorithm in Imbalanced Defect Prediction Datasets

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodriguez, Rachel Harrison

2017 - Evolutionary Methods and Machine Learning in SE, Testing and SE Repositories. Proccedings of the 2017 IEEE Congress on Evolutionary Computation (CEC2017)

Presentación oral