:: Journal of Korean Society of Industrial and Systems Engineering ::

About US +
- Aims and Scope
- Editorial Board
For Contributors +
Journal Search +

Journal Search Engine

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
Construction of Observational Locationsfor Measuring Water Quality in the River Area

H. S. Oh^**†, S. H. Kwon^*

Journal of Korean Society of Industrial and Systems Engineering :: Vol.35 No.3 pp.187-191

DOI:
Open abstract