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Improving the Performance of Machine Learning Models for Anomaly Detection based on Vibration Analog Signals

Jaehun Kim, Sangcheon Eom, Chulsoon Park

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.1-9

DOI:https://doi.org/10.11627/jksie.2024.47.2.001
Open abstract
Comparison and Application of Deep Learning-Based Anomaly Detection Algorithms for Transparent Lens Defects

Hanbi Kim, Daeho Seo

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.1 pp.9-19

DOI:https://doi.org/10.11627/jksie.2024.47.1.009
Open abstract
Anomaly Detection of Machining Process based on Power Load Analysis

Jun Hong Yook, Sungmoon Bae

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.4 pp.173-180

DOI:https://doi.org/10.11627/jksie.2023.46.4.173
Open abstract
Detection of Defect Patterns on Wafer Bin Map Using Fully Convolutional Data Description (FCDD)

Seung-Jun Jang, Suk Joo Bae

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.2 pp.1-12

DOI:https://doi.org/10.11627/jksie.2023.46.2.001
Open abstract
A Fault Prognostic System for the Logistics Rotational Equipment

Soo Hyung Kim, Berdibayev Yergali, Hyeongki Jo, Kyu Ik Kim, Jin Suk Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.2 pp.168-175

DOI:https://doi.org/10.11627/jksie.2023.46.2.168
Open abstract
Anomaly Detection Model Based on Semi-Supervised Learning Using LIME: Focusing on Semiconductor Process

Kang-Min An, Ju-Eun Shin, Dong Hyun Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.45 No.4 pp.86-98

DOI:https://doi.org/10.11627/jksie.2022.45.4.086
Open abstract
An Application of Deep Clustering for Abnormal Vessel Trajectory Detection

Heon-Jei Park, Jun Woo Lee, Ji Hoon Kyung, Kyeongtaek Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.4 pp.169-176

DOI:https://doi.org/10.11627/jksie.2021.44.4.169
Open abstract
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
Open abstract
Anomaly Detection of Big Time Series Data Using Machine Learning

Sehyug Kwon

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.2 pp.33-38

DOI:https://doi.org/10.11627/jkise.2020.43.2.033
Open abstract
An Ensemble Model for Machine Failure Prediction

Kang Min Cheon, Jaekyung Yang

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.1 pp.123-131

DOI:https://doi.org/10.11627/jkise.2020.43.1.123
Open abstract