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

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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
Extracting Specific Information in Web Pages Using Machine Learning

Joung-Yun Lee, Jae-Gon Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.41 No.4 pp.189-195

DOI:https://doi.org/10.11627/jkise.2018.41.4.189
Open abstract
A Machine Learning Approach for Mechanical Motor Fault Diagnosis

Hoon Jung, Ju-Won Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.40 No.1 pp.57-64

DOI:https://doi.org/10.11627/jkise.2017.40.1.057
Open abstract
Emotion Classification Using EEG Spectrum Analysis and Bayesian Approach

Seong Youb Chung, Hyun Joong Yoon

Journal of Korean Society of Industrial and Systems Engineering :: Vol.37 No.1 pp.1-8

DOI:https://doi.org/10.11627/jkise.2014.37.1.01
Open abstract