Machine Learning, Prediction and Classification

• Dr. Ashenafi S Cherkos
• Dr. Eun-Young Mun

Mun, E.-Y., Windle, M., & Schainker, L. M. (2008). A model-based cluster analysis approach to adolescent problem behaviors and young adult outcomes. Development and Psychopathology, 20(1), 291-318.

Mun, E.-Y., von Eye, A., Bates, M. E., & Vaschillo, E. G. (2008). Finding groups using model-based cluster analysis: Heterogeneous emotional self-regulatory processes and heavy alcohol use risk. Developmental Psychology, 44(2), 481-495.

Mun, E.-Y., & Geng, F. (2019). Predicting post-experiment fatigue among healthy young adults:

Random forest regression analysis. Psychological Test and Assessment Modeling, 61(4), 471-493.

Mun, E.-Y., & Geng, F. (2021). An epidemic model for non-first-order transmission kinetics. PLOS ONE, 16(1), e024751.

Walters, S. T., Businelle, M. S., Suchting, R., Li, X., H_ebert, E., & Mun, E.-Y. (2021). Using

machine learning to identify predictors of imminent drinking and create tailored messages for at-risk drinkers experiencing homelessness. Journal of Substance Abuse Treatment, 127, 108417.