Benchmarking AutoML algorithms on a collection of synthetic classification problems. - Pedro Henrique Ribeiro; Patryk Orzechowski; Joost B. Wagenaar; Jason H. Moore (CoRR, 2022)

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 (EuroGP, 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 (GPTP, 2023)

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., 2024)