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

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

Journal Search Engine

Development of AI-based Bearing Machining Process Defect Monitoring System

Dae-Youn Kim, Dongwoo Go, Seunghoon Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.112-119

DOI:https://doi.org/10.11627/jksie.2025.48.3.112
Open abstract
Ballistic Missile Trajectory Prediction Model Using Observation Data

Kihoon Kwak, Kyeongtaek Kim, Bongwan Choi, Jihoon Kyung

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.111-121

DOI:https://doi.org/10.11627/jksie.2025.48.2.111
Open abstract
eXplainable Artificial Intelligence Applied to Corporate Bankruptcy Prediction with Severely Imbalance Data

Jong Chul Yune, Dong Hyun Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.1 pp.9-22

DOI:https://doi.org/10.11627/jksie.2025.48.1.009
Open abstract
Machine Learning-Based Tool Life Prediction Using Spindle Power Data in Smart Manufacturing

Su A Shin, Inho Yi, SungMoon Bae

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.4 pp.154-160

DOI:https://doi.org/10.11627/jksie.2024.47.4.154
Open abstract
A Study on Developing a Predictive Model for Digital Quality Management Based on Decision Tree

Byung-Hoon Park, Ho-Jun Song, Wan-Seon Shin

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.3 pp.51-67

DOI:https://doi.org/10.11627/jksie.2024.47.3.051
Open abstract
Development of the Demand Forecasting and Product Recommendation Method to Support the Small and Medium Distribution Companies based on the Product Recategorization

Sangil Lee, Yeong-Woong Yu, Dong-Gil Na

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.155-167

DOI:https://doi.org/10.11627/jksie.2024.47.2.155
Open abstract
Stock Market Prediction Using Sentiment on YouTube Channels

Su-Ji Cho, Cheol-Won Yang, Ki-Kwang Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.2 pp.102-108

DOI:https://doi.org/10.11627/jksie.2023.46.2.102
Open abstract
Development of a New Prediction Alarm Algorithm Applicable to Pumped Storage Power Plant

Dae-Yeon Lee, Soo-Yong Park, Dong-Hyung Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.2 pp.133-142

DOI:https://doi.org/10.11627/jksie.2023.46.2.133
Open abstract
Development of Export Volume and Export Amount Prediction Models Based on Supervised Learning

Dong-Gil Na, Yeong-Woong Yu

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.2 pp.152-159

DOI:https://doi.org/10.11627/jksie.2023.46.2.152
Open abstract
A Study on the Proper Inspection Cycle Plan Through Reliability Analysis of One-Shot System

June-Young Lim, Hyeonju Seol

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.1 pp.48-54

DOI:https://doi.org/10.11627/jksie.2023.46.1.048
Open abstract
Development of Traffic Accident Prediction Model Based on Traffic Node and Link Using XGBoost

Un-Sik Kim, Young-Gyu Kim, Joong-Hoon Ko

Journal of Korean Society of Industrial and Systems Engineering :: Vol.45 No.2 pp.20-29

DOI:https://doi.org/10.11627/jksie.2022.45.2.020
Open abstract
A Methodology for Bankruptcy Prediction in Imbalanced Datasets using eXplainable AI

Sun-Woo Heo, Dong Hyun Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.45 No.2 pp.65-76

DOI:https://doi.org/10.11627/jksie.2022.45.2.065
Open abstract
Explainable AI Application for Machine Predictive Maintenance

Kang Min Cheon, Jaekyung Yang

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.4 pp.227-233

DOI:https://doi.org/10.11627/jksie.2021.44.4.227
Open abstract
Short-Term Prediction Model of Postal Parcel Traffic based on Self-Similarity

Eunhye Kim, Hoon Jung

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.4 pp.76-83

DOI:https://doi.org/10.11627/jkise.2020.43.4.076
Open abstract
A Study on the Predictive Maintenance of 5 Axis CNC Machine Tools for Cutting of Large Aircraft Parts

Chulsoon Park, Sungmoon Bae

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.4 pp.161-167

DOI:https://doi.org/10.11627/jkise.2020.43.4.161
Open abstract
Tool Lifecycle Optimization using ν-Asymmetric Support Vector Regression

Dongju Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.4 pp.208-216

DOI:https://doi.org/10.11627/jkise.2020.43.4.208
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
Ensemble Method for Predicting Particulate Matter and Odor Intensity

Jong-Yeong Lee, Myoung Jin Choi, Yeongin Joo, Jaekyung Yang

Journal of Korean Society of Industrial and Systems Engineering :: Vol.42 No.4 pp.203-210

DOI:https://doi.org/10.11627/jkise.2019.42.4.203
Open abstract
The Prediction and Analysis of the Power Energy Time Series by Using the Elman Recurrent Neural Network

Chang-Yong Lee, Jin Ho Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.41 No.1 pp.84-93

DOI:https://doi.org/10.11627/jkise.2018.41.1.084
Open abstract
Prediction and Evaluation of Schedule Exceptions on the EPC Projects of Overseas Plants

Hongsuk Sung, Jong-yun Jung, Chulsoon Park

Journal of Korean Society of Industrial and Systems Engineering :: Vol.39 No.4 pp.72-80

DOI:https://doi.org/10.11627/jkise.2016.39.4.072
Open abstract

1|2