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2020 – today
- 2024
[j1]Sisi Shao, Pedro Henrique Ribeiro, Christina M. Ramirez, Jason H. Moore:
A review of feature selection strategies utilizing graph data structures and Knowledge Graphs. Briefings Bioinform. 25(6) (2024)- [i3]Sisi Shao, Pedro Henrique Ribeiro, Christina M. Ramirez, Jason H. Moore:
A review of feature selection strategies utilizing graph data structures and knowledge graphs. CoRR abs/2406.14864 (2024) - 2023
- [c2]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:
Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning. EuroGP 2023: 165-181 - [c1]Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore:
TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning. GPTP 2023: 1-17 - [i2]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:
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning. CoRR abs/2302.00731 (2023) - 2022
- [i1]Pedro Henrique Ribeiro, Patryk Orzechowski, Joost B. Wagenaar, Jason H. Moore:
Benchmarking AutoML algorithms on a collection of synthetic classification problems. CoRR abs/2212.02704 (2022)
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