Journal

International Journal

• Gwang-Jong Ko and Jaeseok Huh*, "A Metaheuristic-Based Weight Optimization for Robust Deep Reinforcement Learning in Continuous Control", to appear in Swarm and Evolutionary Computation (SCIE)

• Dokyun Kim, Sukhyun Cho, Heewoong Chae, Jonghun Park, and Jaeseok Huh*, "Semi-Supervised Contrastive Learning with Decomposition-Based Data Augmentation for Time Series Classification", to appear in Intelligent Data Analysis May 2024 (SCIE)

• Junhyun Byun, Suhong Min, and Jihoon Kang*, "RUL Prognostics Recursive Bayesian Ensemble Prediction with Combining Artificial Degradation Patterns", International Journal of Prognostics and Health Management, Vol. 14, No. 2, November 2023 (SCI)

• Inbeom Park, Jaeseok Huh*, and Jonghun Park, "A Generation and Repair Approach to Scheduling Semiconductor Packaging Facilities Using Case-based Reasoning", IEEE Access, Vol. 11, pp. 50631–50641, May 2023 (SCIE)

• MinSik Chu, Seongmi Park, Jiin Jeong, Kyonghee Joo, Yongyeol Lee, and Jihoon Kang*, "Recognition of Unknown Wafer Defect via Optimal Bin Embedding Technique", The International Journal of Advanced Manufacturing Technology, Vol. 121, No. 5, pp. 3439–3451, Jun. 2022 (SCIE)

• Inbeom Park, Jaeseok Huh*, JungKyun Kim, and Jonghun Park, "A Reinforcement Learning Approach to Robust Scheduling of Semiconductor Manufacturing Facilities", IEEE Transactions on Automation Science and Engineering, Vol. 17, No. 3, pp. 1420-1431, Jul. 2020 (SCIE)

• Jaeseok Huh, Jonghun Park, Dongmin Shin, and Yerim Choi*, "A Behavior Optimization Method for Unmanned Combat Aerial Vehicles Using Matrix Factorization", IEEE Access, Vol. 8, pp.100298-100307, May. 2020 (SCIE)

• Jaeseok Huh, Jonghun Park, Dongmin Shin, and Yerim Choi*, "A Hierarchical SVM Based Behavior Inference of Human Operators Using a Hybrid Sequence Kernel", Sustainability, Vol. 11, No. 18, pp.4836-4851, Sep. 2019 (SSCI)

• Jaeseok Huh, Moonjung Chae, Jonghun Park, and Kwanho Kim*, "A Case-Based Reasoning Approach to Fast Optimization of Travel Routes for Large-Scale AS/RSs", Journal of Intelligent Manufacturing, Vol. 30, No. 4, pp. 1765-1778, Apr. 2019 (SCIE)

• Jaeseok Huh, Inbeom Park, Seongmin Lim, Bohyung Paeng, Jonghun Park, and Kwanho Kim*, "Learning to Dispatch Operations with Intentional Delay for Re-Entrant Multiple-Chip Product Assembly Lines", Sustainability, Vol. 10, No. 11, pp. 4123-4143, Nov. 2018 (SSCI)

• Youngjae Choung, Jihoon Kang, and Seoungbum Kim*, "Process Control of Time Varying Systems Using Parameter-Less Self Organizing Maps", Journal of Process Control, Vol. 52, pp. 45-56, Apr. 2017 (SCI)

• Jihoon Kang, Chanhee Park, and Seoungbum Kim*, "Recursive Partitioning Clustering Tree Algorithm", Pattern Analysis and Applications, Vol. 19, No. 2, pp.355-367, May. 2016 (SCIE)

• Jihoon Kang, Jaehong Yu, and Seoungbum Kim*, "Adaptive Nonparametric Control Chart for Time-Varying and Multimodal Processes", Journal of Process Control, Vol. 37, pp. 34-45, 2016 (SCI)

• Jihoon Kang and Seoungbum Kim*, "False Alarm Classification for Multivariate Manufacturing Processes of Thin Film Transistor-Liquid Crystal Display", Journal of Process Control, Vol. 35, pp. 21-29, Nov. 2015 (SCI)

• Kyujong Lee, Jihoon Kang, Jaehong Yu, and Seoungbum Kim*, "Interpretations of Fault Identification in Multivariate Manufacturing Processes", European Journal of Industrial Engineering, Vol.9, No.3, pp.395-408, May. 2015 (SCIE)

• Jaemin Jo, Jaeseok Huh, Jonghun Park, Bohyoung Kim, and Jinwook Seo*, "LiveGantt: Interactively Visualizing a Large Manufacturing Schedule", IEEE Transactions on Visualization and Computer Graphics, Vol. 20, No. 12, pp. 2329-2338, Dec. 2014 (SCI)

• Jihoon Kang and Seoungbum Kim*, "A Clustering Algorithm-Based Control Chart for Inhomogeneously Distributed TFT-LCD Processes", International Journal of Production Research, Vol.51, No. 18, pp.5644-5657, Sep. 2013 (SCI)

• Donghoon Yang, Jihoon Kang, Youngbae Park, Youngjae Park, Hwansup Oh, and Seoungbum Kim*, Association Rule Mining and Network Analysis in Oriental Medicine", PLOS ONE, Vol. 8, No. 3, Mar. 2013, (SCIE)

• Jihoon Kang, Kyujong Lee, Junghwan Son, Seogsang Hyun, Hyoungkyoon Kim, Gidon Hwang, and Seoungbum Kim*, "Bootstrap-Based Multivariate Control Charts in TFT-LCD Manufacturing Processes", Advanced Science Letter, Vol. 13, No. 1, pp. 579-583, Jun. 2012 (SCIE)

Domestic  Journal

• 박진환, 허재석*, "공통 신호주기 제약을 고려한 Particle Swarm Optimization 기반 다중 교차로 교통 신호 최적화", 대한산업공학회지, Vol. 50, No. 5, pp. 313-324, Oct. 2024 (KCI)

• 김다솔, 허재석*, "YOLOv5와 Dual Kalman Filter 기반의 폐색영역에 강건한 객체 추적 프레임워크", 한국정보기술학회논문지, Vol. 21, No. 2, pp. 19-32, Feb. 2023 (KCI)

• 김민경, 허재석*, 사애진, 전아름, 이한별, "클러스터링 기법을 활용한 이커머스 사용자 리뷰에 따른 시장세분화 연구", 한국전자거래학회지, Vol. 27, No. 2, pp. 21-36, May. 2022 (KCI)

• 고광종, 허재석*, "인공신경망 가중치의 효과적인 최적화를 위한 하이브리드 메타휴리스틱 알고리즘", 대한산업공학회지, Vol. 48, No. 2, pp. 227-234, Apr. 2022 (KCI)

• 김용민, 이규종, 주민식, 강지훈*, "Slot Die 코팅 공정의 모델 예측 제어를 위한 다중목적 최적화 기법", 대한산업공학회지, Vol. 47, No. 4, pp. 379-387, Aug. 2021 (KCI)

• 김상기, 김용민, 강지훈*, "확률적 비유사성 벡터를 활용한 변수선택기법", 신뢰성응용연구, Vol. 21, No. 1, pp. 61-68, Mar. 2021 (KCI)

• 허재석*, 박종헌, "제조라인의 학습기반 디스패처를 위한 디스패치 의사결정 평가 시각화시스템", 한국전자거래학회지, Vol. 25, No. 1, pp. 1-12, Feb. 2020 (KCI)

• 허재석*, 박종헌, "재유입 다중칩 조립라인을 위한 인공신경망 기반의 다중 목적 함수 디스패치 규칙 선택 기법", 한국정보기술학회논문지, Vol. 17, No. 2, pp. 1-11, Feb. 2019 (KCI)