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

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Real-time Fault Detection System of a Pneumatic Cylinder Via Deep-learning Model Considering Time-variant Characteristic of Sensor Data

Byeong Su Kim, Geun Myeong Song, Min Jeong Lee, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.10-20

DOI:https://doi.org/10.11627/jksie.2024.47.2.010
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
Two-Stage Deep Learning Based Algorithm for Cosmetic Object Recognition

Jongmin Kim, Daeho Seo

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.4 pp.101-106

DOI:https://doi.org/10.11627/jksie.2023.46.4.101
Open abstract
Performance Analysis of MixMatch-Based Semi-Supervised Learning for Defect Detection in Manufacturing Processes

Ye-Jun Kim, Ye-Eun Jeong, Yong Soo Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.4 pp.312-320

DOI:https://doi.org/10.11627/jksie.2023.46.4.312
Open abstract
Real-time Tooth Region Detection in Intraoral Scanner Images with Deep Learning

Na-Yun Park, Ji-Hoon Kim, Tae-Min Kim, Kyeong-Jin Song, Yu-Jin Byun, Min-Ju Kang, Kyungkoo Jun, Jae-Gon Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.3 pp.1-6

DOI:https://doi.org/10.11627/jksie.2023.46.3.001
Open abstract
Development of Deep Learning-based Land Monitoring Web Service

In-Hak Kong, Dong-Hoon Jeong, Gu-Ha Jeong

Journal of Korean Society of Industrial and Systems Engineering :: Vol.46 No.3 pp.275-284

DOI:https://doi.org/10.11627/jksie.2023.46.3.275
Open abstract
A Study on A Deep Learning Algorithm to Predict Printed Spot Colors

Su Hyeon Jun, Jae Sang Park, Hyun Chul Tae

Journal of Korean Society of Industrial and Systems Engineering :: Vol.45 No.2 pp.48-55

DOI:https://doi.org/10.11627/jksie.2022.45.2.048
Open abstract
A Study on the Remaining Useful Life Prediction Performance Variation based on Identification and Selection by using SHAP

Yeon Ah Yoon, Lee Seung Hoon, Yong Soo Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.4 pp.1-11

DOI:https://doi.org/10.11627/jksie.2021.44.4.001
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
Deep Learning based Image Recognition Models for Beef Sirloin Classification

Jun-Hee Han, Sung-Hun Jung, Kyungsu Park, Tae-Sun Yu

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.3 pp.1-9

DOI:https://doi.org/10.11627/jkise.2021.44.3.001
Open abstract
Deep Learning-based Approach for Classification of Tribological Time Series Data for Hand Creams

Ji Won Kim, You Min Lee, Shawn Han, Kyeongtaek Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.44 No.3 pp.98-105

DOI:https://doi.org/10.11627/jkise.2021.44.3.098
Open abstract
Prediction of Tier in Supply Chain Using LSTM and Conv1D-LSTM

KyoungJong Park

Journal of Korean Society of Industrial and Systems Engineering :: Vol.43 No.2 pp.120-125

DOI:https://doi.org/10.11627/jkise.2020.43.2.120
Open abstract