Complex Activity Recognition Using Polyphonic Sound Event Detection. - Jaewoong Kang; Jooyeong Kim; Kunyoung Kim; Mye M. Sohn (IMIS, 2018)

Supervised learning-based Lifetime Extension of Wireless Sensor Network Nodes. - Jaewoong Kang; Jongmo Kim; Mye M. Sohn (J. Internet Serv. Inf. Secur., 2019)

Unsupervised and non-parametric learning-based anomaly detection system using vibration sensor data. - Seyoung Park; Jaewoong Kang; Jongmo Kim; Seongil Lee; Mye M. Sohn (Multim. Tools Appl., 2019)

Recursive Undersampling-Based Decision Boundary Alignment for Imbalanced Radiology Image. - Jaewoong Kang; Mye M. Sohn (BigComp, 2020)

Machine Learning-Based Energy-Saving Framework for Environmental States-Adaptive Wireless Sensor Network. - Jaewoong Kang; Jongmo Kim; Minhwan Kim; Mye M. Sohn (IEEE Access, 2020)

Transition activity recognition using fuzzy logic and overlapped sliding window-based convolutional neural networks. - Jaewoong Kang; Jongmo Kim; Seongil Lee; Mye M. Sohn (J. Supercomput., 2020)

Ensemble learning-based filter-centric hybrid feature selection framework for high-dimensional imbalanced data. - Jongmo Kim; Jaewoong Kang; Mye M. Sohn (Knowl. Based Syst., 2021)

Data Sub-sampling Method for Developing Personalized Human Activity Model Based on Incremental Learning. - Jeongbin Lee; Jaewoong Kang; Mye M. Sohn (MobiSec, 2022)

Generating Population Synthesis Using a Diffusion Model. - Jaewoong Kang; Young Kim; Muhammad Mu'az Imran; Gisun Jung; Yun Bae Kim (WSC, 2023)