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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
Combined unsupervised-supervised machine learning for phenotyping complex diseases with its application to obstructive sleep apnea Ma, Eun-Yeol; Kim, Jeong-Whun; Lee, Youngmin; Cho, Sung-Woo; Kim, Heeyoung; Kim, Jae Kyoung, SCIENTIFIC REPORTS, v.11, no.1, 2021-02 | |
| Toward Robust Battle Experimental Design for Command and Control of Mechanized Infantry Brigade Yun, Woo-Seop; Ko, Sunggil; Byun, Muhyun; Kim, Heeyoung; Moon, II-Chul; Lee, Tae-Eog, MILITARY OPERATIONS RESEARCH, v.27, no.1, pp.45 - 72, 2022-05 | |
| Contextual anomaly detection for high-dimensional data using Dirichlet process variational autoencoder Kim, Hyojoong; Kim, Heeyoung, IISE TRANSACTIONS, v.55, no.5, pp.433 - 444, 2023-01 | |
| Deep embedding kernel mixture networks for conditional anomaly detection in high-dimensional data Kim, Hyojoong; Kim, Heeyoung, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.61, no.4, pp.1101 - 1113, 2023-03 | |
| Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learning Park, Sumin; Kim, Keunseo; Kim, Heeyoung, IISE TRANSACTIONS, v.55, no.2, pp.147 - 155, 2022-11 | |
| Simultaneous band selection and segmentation of hyperspectral images via a mixture of finite maximum margin mixtures Doo, Woojin; Kim, Heeyoung, INTERNATIONAL JOURNAL OF REMOTE SENSING, v.43, no.6, pp.2296 - 2314, 2022-03 | |
| Bayesian nonparametric latent class model for longitudinal data Koo, Wonmo; Kim, Heeyoung, STATISTICAL METHODS IN MEDICAL RESEARCH, v.29, no.11, pp.3381 - 3395, 2020-11 | |
| Label-Noise Robust Deep Generative Model for Semi-Supervised Learning Yoon, Heegeon; Kim, Heeyoung, TECHNOMETRICS, v.65, no.1, pp.83 - 95, 2023-01 | |
| Semi-Supervised Learning for Simultaneous Location Detection and Classification of Mixed-Type Defect Patterns in Wafer Bin Maps Lee, Hyuck; Lee, Jaehyun; Kim, Heeyoung, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.36, no.2, pp.220 - 230, 2023-05 | |
| Deep Gaussian process models for integrating multifidelity experiments with nonstationary relationships Ko, Jongwoo; Kim, Heeyoung, IISE TRANSACTIONS, v.54, no.7, pp.686 - 698, 2022-07 |
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