Pedro Ilídio

According to our database, Pedro Ilídio authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Oxytrees: Model Trees for Bipartite Learning.

Pedro Ilídio, Felipe Kenji Nakano, Alireza Gharahighehi, Robbe D'hondt, Ricardo Cerri, Celine Vens

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Challenging the Binary Classification Paradigm in Longitudinal Health Data Settings.

Robbe D'hondt, Lucy Van Kleunen, Pedro Ilídio, Celine Vens

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Fast Bipartite Forests for Semi-supervised Interaction Prediction.

Pedro Ilídio, André Hallwas Ribeiro Alves, Ricardo Cerri

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Deep forests with tree-embeddings and label imputation for weak-label learning.

Pedro Ilídio, Ricardo Cerri, Celine Vens, Felipe Kenji Nakano

Proceedings of the International Joint Conference on Neural Networks, 2024

Personalized Learning in K-12 Education: Exploring Weak-Labels for a Random Forest-based Collaborative Filtering Approach.

Pedro Ilídio, Alireza Gharahighehi, Felipe Kenji Nakano, Celine Vens

Proceedings of the First Workshop on Adaptive Lifelong Learning (ALL 2024) co-located with the 25th International Conference on Artificial Intelligence in Education (AIED 2024), 2024

2023

Semi-Supervised Hybrid Predictive Bi-Clustering Trees for Drug-Target Interaction Prediction.

André Hallwas Ribeiro Alves, Pedro Ilídio, Ricardo Cerri

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023