| Combined unsupervised-supervised machine learning for phenotyping complex diseases with its application to obstructive sleep apnea EY Ma, JW Kim, Y Lee, SW Cho, H Kim, JK Kim Scientific Reports 11 (1), 4457, 2021 | 23 | 2021 |
| Toward data-driven digital therapeutics analytics: Literature review and research directions U Lee, G Jung, EY Ma, J San Kim, H Kim, J Alikhanov, Y Noh, H Kim IEEE/CAA Journal of Automatica Sinica 10 (1), 42-66, 2023 | 20 | 2023 |
| Simultaneous classification and out-of-distribution detection for wafer bin maps J Choi, EY Ma, H Kim Quality Engineering, 1-13, 2023 | 2 | 2023 |
| Inverse-reference priors for fisher regularization of Bayesian neural networks K Kim, EY Ma, J Choi, H Kim Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8264-8272, 2023 | 2 | 2023 |
| Tutorial on Matching-based Causal Analysis of Human Behaviors Using Smartphone Sensor Data G Jung, S Park, EY Ma, H Kim, U Lee ACM Computing Surveys 56 (9), 1-33, 2024 | 1 | 2024 |
| Deep Latent Factor Model for Spatio-Temporal Forecasting W Koo, EY Ma, H Kim Technometrics, 1-23, 2024 | | 2024 |
| Simultaneous treatment effect estimation and variable selection for observational data EY Ma, U Lee, H Kim IISE Transactions, 1-13, 2024 | | 2024 |
