A Hybrid Fault Detection Method of Independent Component Analysis and Auto-Associative Kernel Regression for Process Monitoring in Power Plant. - Jung, Seunghwan; Kim, Jonggeun; Kim, Sungshin (IEEE Access, 2025)

Variable Importance Measures based on Ensemble Learning Methods for Convective Storm Tracking. - Lee, Hansoo; Kim, Jonggeun; Jung, Seunghwan; Kim, Minseok; Kim, Baekcheon; Kim, Sungshin (2020)

A Comparative Study on Air Data System Calibration Methods based on Machine Learning. - Lee, Hansoo; Kim, Jonggeun; Kim, Sungshin; Kim, Jaeyong (2019)

Application of CART-Based Variable Ranking for Faulty Variable Isolation in Tennessee Eastman Benchmark Process. - Yu, Jungwon; Kim, Jonggeun; Lee, Hansoo; Jung, Seunghwan; Park, June Ho; Kim, Sungshin (2019)

Color Decision System for Ambiguous Color Boundary. - Kim, Eun-Kyeong; Lee, Hansoo; Kim, Jin Yong; Kim, Baekcheon; Kim, Jonggeun; Kim, Sungshin (2019)

Case Dependent Feature Selection using Mean Decrease Accuracy for Convective Storm Identification. - Lee, Hansoo; Kim, Jonggeun; Jung, Seunghwan; Kim, Minseok; Kim, Sungshin (2019)

Ensemble of Radial Basis Neural Networks with Chinese Restaurant Process. - Lee, Hansoo; Kim, Jonggeun; Jeong, Yeongsang; Kim, Sungshin (2018)

Convolutional Autoencoder Based Feature Extraction in Radar Data Analysis. - Lee, Hansoo; Kim, Jonggeun; Kim, Baekcheon; Kim, Sungshin (2018)

Gaussian-Based SMOTE Algorithm for Solving Skewed Class Distributions. - Lee, Hansoo; Kim, Jonggeun; Kim, Sungshin (Int. J. Fuzzy Log. Intell. Syst., 2017)

Genetic-Based k-Nearest Neighbor for Chaff Echo Detection. - Kim, Jonggeun; Han, HyeYoung; Yu, Jungwon; Lee, Hansoo; Kim, Sungshin (2013)