Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning N Matsumoto, AK Saini, P Ribeiro, H Choi, A Orlenko, LP Lyytikäinen, ... European Conference on Genetic Programming (Part of EvoStar), 165-181, 2023 | 5 | 2023 |
Aliro: an automated machine learning tool leveraging large language models H Choi, J Moran, N Matsumoto, ME Hernandez, JH Moore Bioinformatics 39 (10), btad606, 2023 | 2 | 2023 |
TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning P Ribeiro, A Saini, J Moran, N Matsumoto, H Choi, M Hernandez, ... Genetic Programming Theory and Practice XX, 1-17, 2024 | 1 | 2024 |
KRAGEN: a knowledge Graph-Enhanced RAG framework for biomedical problem solving using large language models N Matsumoto, J Moran, H Choi, ME Hernandez, M Venkatesan, P Wang, ... Bioinformatics, btae353, 2024 | | 2024 |
Cluster Analysis reveals Socioeconomic Disparities among Elective Spine Surgery Patients A Orlenko, PJ Freda, A Ghosh, H Choi, N Matsumoto, TJ Bright, ... PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024, 359-373, 2023 | | 2023 |