Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure. - Alena Orlenko; Jason H. Moore; Patryk Orzechowski; Randal S. Olson; Junmei Cairns; Pedro J. Caraballo; Richard M. Weinshilboum; Liewei Wang; Matthew K. Breitenstein (PSB, 2018)

Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning. - Alena Orlenko; Daniel Kofink; Leo-Pekka Lyytikäinen; Kjell Nikus; Pashupati P. Mishra; Pekka Kuukasjärvi; Pekka J. Karhunen; Mika Kähönen; Jari O. Laurikka; Terho Lehtimäki; Folkert W. Asselbergs; Jason H. Moore (Bioinform., 2020)

A comparison of methods for interpreting random forest models of genetic association in the presence of non-additive interactions. - Alena Orlenko; Jason H. Moore (BioData Min., 2021)

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)