Kwang-Jae Kim

Pohang University of Science and Technology — South Korea

Engineering · Physical Sciences

31h-index4.0kcitations145works1.52yr avg
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Research Topics

Manufacturing Process and Optimization(29), Optimal Experimental Design Methods(27), Service and Product Innovation(25), Customer Service Quality and Loyalty(24), Advanced Multi-Objective Optimization Algorithms(20)

Publications145 total

Edge characteristics metric-guided latent defect chip detection model in semiconductor fabrication
International Journal of Production Research·2025· 1 cited
An integrated maintenance-upgrade policy for stochastically degrading products
Reliability Engineering & System Safety·2025· 1 cited
Development of a suspiciousness measure with reduced redundancy for screening machine sets in serial-parallel multistage manufacturing processes
Expert Systems with Applications·2025· 1 cited
Set Response Surface Methodology and its Application in Solving the Wrinkle and Crack Problem in the Auto Industry
IEEE Transactions on Reliability·2024· 3 cited
Development of a spatial dimension-based taxonomy for classifying the defect patterns in a wafer bin map
Advanced Engineering Informatics·2024· 3 cited
Development of a Suspiciousness Measure with Reduced Redundancy for Screening Machine Sets in Serial-Parallel Multistage Manufacturing Processes
SSRN Electronic Journal·2024Open Access
The influence of information privacy concerns and perceived electricity usage habits on the usage intention of advanced metering infrastructure
Renewable and Sustainable Energy Reviews·2023· 11 cited
Detecting abnormal behavior of automatic test equipment using autoencoder with event log data
Computers & Industrial Engineering·2023· 11 cited
Development of taxonomy for classifying defect patterns on wafer bin map using Bin2Vec and clustering methods
Computers in Industry·2023· 3 citedOpen Access
DESIGN PROBLEM COMPLEXITY REDUCTION IN QUALITY FUNCTION DEPLOYMENT
2023
How do households perceive electricity consumption? Evidence from smart metering and survey data in South Korea
Energy Research & Social Science·2022· 12 cited
EWMA-PRIM: Process optimization based on time-series process operational data using the exponentially weighted moving average and patient rule induction method
Expert Systems with Applications·2022· 12 cited
Development of Taxonomy for Classifying Defect Patterns on Wafer Bin Map Using Bin2vec and Clustering Methods
SSRN Electronic Journal·2022Open Access
Collection and Analysis of Electricity Consumption Data: The Case of POSTECH Campus
Springer proceedings in business and economics·2022
An oversampling method for wafer map defect pattern classification considering small and imbalanced data
Computers & Industrial Engineering·2021· 25 cited
Approach to derive golden paths under time-varying machine performance in multistage manufacturing process
Journal of Manufacturing Systems·2021· 3 cited
Development of a User Experience Evaluation Methodology for Smart Safety Living Lab
Journal of the Korean society for quality management·2021Open Access
Multistage MR-CART: Multiresponse optimization in a multistage process using a classification and regression tree method
Computers & Industrial Engineering·2021· 19 cited
MR-CART: Multiresponse optimization using a classification and regression tree method
Quality Engineering·2021· 10 cited
Utilizing Electricity Consumption Data to Assess the Noise Discomfort Caused by Electrical Appliances between Neighbors: A Case Study of a Campus Apartment Building
Sustainability·2020· 1 citedOpen Access
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Frequent Co-authors

Chiehyeon Lim(15), Dong‐Hee Lee(12), In‐Jun Jeong(6), Ki-Hun Kim(5), Jun-Yeon Heo(5), Paul P. Maglio(4), Min-Jun Kim(4), Yoo S. Hong(4), Kwangtae Park(4), Sung H. Han(2), Myung Hwan Yun(2), Chi‐Hyuck Jun(2), Minjun Kim(2), Murat Köksalan(2), Yingdong He(2), Seung-Hyun Choi(2), Myeong Soo Lee(2), Herbert Moskowitz(1), Anoop K. Dhingra(1), Gerald W. Evans(1)