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

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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
Applying NIST AI Risk Management Framework: Case Study on NTIS Database Analysis Using MAP, MEASURE, MANAGE Approaches

Jung Sun Lim, Seoung Hun Bae, Taehoon Kwon

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.21-29

DOI:https://doi.org/10.11627/jksie.2024.47.2.021
Open abstract
Study on Failure Classification of Missile Seekers Using Inspection Data from Production and Manufacturing Phases

Ye-Eun Jeong, Kihyun Kim, Seong-Mok Kim, Youn-Ho Lee, Ji-Won Kim, Hwa-Young Yong, Jae-Woo Jung, Jung-Won Park, Yong Soo Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.30-39

DOI:https://doi.org/10.11627/jksie.2024.47.2.030
Open abstract
Analysis of Regional Fertility Gap Factors Using Explainable Artificial Intelligence

Dongwoo Lee, Mi Kyung Kim, Jungyoon Yoon, Dongwon Ryu, Jae Wook Song

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.1 pp.41-50

DOI:https://doi.org/10.11627/jksie.2024.47.1.041
Open abstract
Application and Comparison of Data Mining Technique to Prevent Metal-Bush Omission

Sang-Hyun Ko, Dongju Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.3 pp.139-147

DOI:https://doi.org/10.11627/jksie.2023.46.3.139
Open abstract
Development of a Framework for Improvement of Sensor Data Quality from Weather Buoys

Ju-Yong Lee, Jae-Young Lee, Jiwoo Lee, Sangmun Shin, Jun-hyuk Jang, Jun-Hee Han

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.3 pp.186-197

DOI:https://doi.org/10.11627/jksie.2023.46.3.186
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 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
Machine Learning Algorithm for Estimating Ink Usage

Se Wook Kwon, Young Joo Hyun, Hyun Chul Tae

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.1 pp.23-31

DOI:https://doi.org/10.11627/jksie.2023.46.1.023
Open abstract
A Study on Defect Prediction through Real-time Monitoring of Die-Casting Process Equipment

Chulsoon Park, Heungseob Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.45 No.4 pp.157-166

DOI:https://doi.org/10.11627/jksie.2022.45.4.157
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
Quality Prediction Model for Manufacturing Process of Free-Machining 303-series Stainless Steel Small Rolling Wire Rods

Seokjun Seo, Heungseob Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.4 pp.12-22

DOI:https://doi.org/10.11627/jksie.2021.44.4.012
Open abstract
Personalized Context-Aware System for Chronic Low Back Pain

Dowon Yoon, Chang-Ho Jihn

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.4 pp.23-31

DOI:https://doi.org/10.11627/jksie.2021.44.4.023
Open abstract
Design and Implementation of Integrated Production System for Large Aviation Parts

Sungmoon Bae, Hyojin Bae, Kum Suk Hong, Chulsoon Park

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.4 pp.208-219

DOI:https://doi.org/10.11627/jksie.2021.44.4.208
Open abstract
Real-Time Prediction for Product Surface Roughness by Support Vector Regression

Sujin Choi, Dongju Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.3 pp.117-124

DOI:https://doi.org/10.11627/jkise.2021.44.3.117
Open abstract
Generalized Support Vector Quantile Regression

Dongju Lee, Sujin Choi

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.4 pp.107-115

DOI:https://doi.org/10.11627/jkise.2020.43.4.107
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
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
A study on Data Preprocessing for Developing Remaining Useful Life Predictions based on Stochastic Degradation Models Using Air Craft Engine Data

Yeon Ah Yoon, Jin Hyeong Jung, Jun Hyoung Lim, Tai-Woo Chang, Yong Soo Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.2 pp.48-55

DOI:https://doi.org/10.11627/jkise.2020.43.2.048
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

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