Pedro Henrique Ribeiro

According to our database, Pedro Henrique Ribeiro authored at least 5 papers between 2022 and 2026.

Collaborative distances:

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

2026

A biology-based quality-diversity algorithm for drug repurposing in Alzheimer's disease using automated machine learning.

Sisi Shao, Pedro Henrique Ribeiro, Alena Orlenko, Katie M. Cardone, Christina M. Ramirez, Li Shen, Marylyn D. Ritchie, Jason H. Moore

BioData Min., 2026

2024

A review of feature selection strategies utilizing graph data structures and Knowledge Graphs.

Sisi Shao, Pedro Henrique Ribeiro, Christina M. Ramirez, Jason H. Moore

Briefings Bioinform., November, 2024

2023

TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning.

Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning.

Nicholas Matsumoto, Anil Kumar Saini, Pedro Henrique Ribeiro, Hyunjun Choi, Alena Orlenko, Leo-Pekka Lyytikäinen, Jari O. Laurikka, Terho Lehtimäki, Sandra Batista, Jason H. Moore

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Benchmarking AutoML algorithms on a collection of synthetic classification problems.

Pedro Henrique Ribeiro, Patryk Orzechowski, Joost B. Wagenaar, Jason H. Moore

CoRR, 2022