Managing On-Demand Business Applications with Hierarchical Service Level Agreements. - Wolfgang Theilmann; Ulrich Winkler; Jens Happe; Ildefons Magrans de Abril (FIS, 2010)

Winning the Kaggle Algorithmic Trading Challenge with the Composition of Many Models and Feature Engineering. - Ildefons Magrans de Abril; Masashi Sugiyama (IEICE Trans. Inf. Syst., 2013)

Supervised Neural Network Structure Recovery. - Ildefons Magrans de Abril; Ann Nowé (Neural Connectomics, 2014)

Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression. - Jaak Simm; Ildefons Magrans de Abril; Masashi Sugiyama (IEICE Trans. Inf. Syst., 2014)

Curiosity-Driven Reinforcement Learning with Homeostatic Regulation. - Ildefons Magrans de Abril; Ryota Kanai (IJCNN, 2018)

A unified strategy for implementing curiosity and empowerment driven reinforcement learning. - Ildefons Magrans de Abril; Ryota Kanai (CoRR, 2018)

Connectivity inference from neural recording data: Challenges, mathematical bases and research directions. - Ildefons Magrans de Abril; Junichiro Yoshimoto; Kenji Doya (Neural Networks, 2018)