Autoencoder Based on Robust Loss Function for Anomaly Detection

Kwanghyun Lee, Dongju Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.13-19

DOI:https://doi.org/10.11627/jksie.2025.48.3.013

Development and Model Compression of CNN-LSTM-Autoencoder Model for Anomaly Detection of UAVs

Sangil Lee, Hanseob Lee, Dong-Gil Na, Yeong-Woong Yu, Hoon Jung

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.155-162

DOI:https://doi.org/10.11627/jksie.2025.48.2.155

Real-time Fault Detection in a Bearing-shaft System Through Deep Learning-Based Machine Sound Analysis Robust to Environmental Noises

Min Hee Lee, Gun Chang Lee, Su Jeong Oh, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.4 pp.132-144

DOI:https://doi.org/10.11627/jksie.2024.47.4.132

Detection of Abnormal Vessel Trajectories with Convolutional Autoencoder

June-Hyoung Son, Jun-Gun Jang, Bongwan Choi, Kyeongtaek Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.4 pp.190-197

DOI:https://doi.org/10.11627/jkise.2020.43.4.190