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

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Autoencoder Based on Robust Loss Function for Anomaly Detection

Kwanghyun Lee, Dongju Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.13-19

DOI:https://doi.org/10.11627/jksie.2025.48.3.013
Open abstract
Analysis of Heterogeneous Treatment Effects of COVID-19 on Tourism Demand Based on Distance from Metropolitan

Won Seok Yang

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.42-48

DOI:https://doi.org/10.11627/jksie.2025.48.3.042
Open abstract
Automated FMEA Framework Reflecting Field Failures Using Local LLM-Based RAG

Jinsoo Jeong, Yoojin Jang, Kwanghui Shin, Si-Woo Kim, Yong Soo Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.93-103

DOI:https://doi.org/10.11627/jksie.2025.48.3.093
Open abstract
Topic Modeling and Cross-National Analysis of Technology Network Using Smart Factory Patent Data

Sanggook Kim, Taehoon Kwon

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.120-134

DOI:https://doi.org/10.11627/jksie.2025.48.3.120
Open abstract
Determinants of Cross-Departmental Collaboration in the Semiconductor Equipment Sector: An Empirical Study Based on the TOE Framework

So-Hyun Park, Yong-Il Choi

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.146-156

DOI:https://doi.org/10.11627/jksie.2025.48.3.146
Open abstract
Lightweight CNN-based Automotive Wheel Shape Classification for Resource-Constrained Environments

Sunwoo Kim, Jong Hun Park, Sang Cheon Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.20-26

DOI:https://doi.org/10.11627/jksie.2025.48.2.020
Open abstract
Effect of the Quality and Compatibility on Price Competition under Network Externality

Hyung-Rae Cho, Minho Rhee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.27-34

DOI:https://doi.org/10.11627/jksie.2025.48.2.027
Open abstract
Experimental Analysis on Transitions in Learning Paradigm and Output Representation for Fault Detection through Process Image based Deep Learning in Automated Manufacturing Systems

Minhee Lee, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.101-110

DOI:https://doi.org/10.11627/jksie.2025.48.2.101
Open abstract
The Impact of Perpetual Swaps Introduction on Market Complexity and Efficiency in Cryptocurrency Markets

Seungeun Ock, Jae Wook Song

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.144-154

DOI:https://doi.org/10.11627/jksie.2025.48.2.144
Open abstract
Development and Model Compression of CNN-LSTM-Autoencoder Model for Anomaly Detection of UAVs

Sangil Lee, Hanseob Lee, Dong-Gil Na, Yeong-Woong Yu, Hoon Jung

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.155-162

DOI:https://doi.org/10.11627/jksie.2025.48.2.155
Open abstract
Mobility-Aware Multi-sensor UAV Health Monitoring via Vision and Vibration Fusion

Berdibayev Yergali, Heon Gyu Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.163-177

DOI:https://doi.org/10.11627/jksie.2025.48.2.163
Open abstract
A Study of Product Recommendation Algorithms for Retailers

Dong-Gil Na, Sangil Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.190-196

DOI:https://doi.org/10.11627/jksie.2025.48.2.190
Open abstract
Drowning Detection and Localization Using Unmanned Mobile Systems for 24/7 Water Safety Surveillance

Hanhyeok Jho, Dongsung Kim, Heon Gyu Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.2 pp.197-205

DOI:https://doi.org/10.11627/jksie.2025.48.2.197
Open abstract
Network Analysis of Disease Relationships Using Large Language Model Embeddings

Yonggwan Shin, Seyoung Kim, Bonggyun Ko

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.1 pp.1-8

DOI:https://doi.org/10.11627/jksie.2025.48.1.001
Open abstract
Genetic Algorithm-based Layout Optimization of Process Equipment for an Integrated Molecular Diagnostics Automation System

Hong-Mo Yang, Moonsoo Shin

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.1 pp.38-47

DOI:https://doi.org/10.11627/jksie.2025.48.1.038
Open abstract
Genetic Algorithm based Flow Shop Scheduling with Inspection Constraints

Ye Jin Kim, Ye Jin Seo, Jun-Hee Han, Kyungsu Park

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.1 pp.60-69

DOI:https://doi.org/10.11627/jksie.2025.48.1.060
Open abstract
Enhancing Competitiveness of Manufacturing SMEs through Smart IT Systems in the Value Chain

Junhee Lee, Insu Cho

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.4 pp.22-28

DOI:https://doi.org/10.11627/jksie.2024.47.4.022
Open abstract
Fall Detection Model Using LSTM Architecture: A Video Data-Based Approach

HaHyeon Kang, Min Seop So, Duncan Kibet, Jong-Ho Shin

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.4 pp.110-119

DOI:https://doi.org/10.11627/jksie.2024.47.4.110
Open abstract
Real-time Fault Detection in a Bearing-shaft System Through Deep Learning-Based Machine Sound Analysis Robust to Environmental Noises

Min Hee Lee, Gun Chang Lee, Su Jeong Oh, Sujeong Baek

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.4 pp.132-144

DOI:https://doi.org/10.11627/jksie.2024.47.4.132
Open abstract
Reexamining Net Neutrality in a Queuing Model

Jeong-Yoo Kim, Seung J. Noh

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.3 pp.1-7

DOI:https://doi.org/10.11627/jksie.2024.47.3.001
Open abstract

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