Optimal Signal Control Using Adaptive Dynamic Programming. - Chang Ouk Kim; Yunsun Park; Jun-Geol Baek (ICCSA (4), 2005)

Ontology Based Negotiation Case Search System for the Resolution of Exceptions in Collaborative Production Planning. - Chang Ouk Kim; Young Ho Cho; Jung Uk Yoon; Choonjong Kwak; Yoonho Seo (OTM Workshops, 2005)

Learning single-issue negotiation strategies using hierarchical clustering method. - Jun-Geol Baek; Chang Ouk Kim (Expert Syst. Appl., 2007)

Asynchronous action-reward learning for nonstationary serial supply chain inventory control. - Chang Ouk Kim; Ick-Hyun Kwon; Jun-Geol Baek (Appl. Intell., 2008)

Recommendation of e-commerce sites by matching category-based buyer query and product e-catalogs. - Ick-Hyun Kwon; Chang Ouk Kim; Kyung Pil Kim; Choonjong Kwak (Comput. Ind., 2008)

Forward-backward analysis of RFID-enabled supply chain using fuzzy cognitive map and genetic algorithm. - Moon-Chan Kim; Chang Ouk Kim; Seong Rok Hong; Ick-Hyun Kwon (Expert Syst. Appl., 2008)

Case-based myopic reinforcement learning for satisfying target service level in supply chain. - Ick-Hyun Kwon; Chang Ouk Kim; Jin Jun; Jung Hoon Lee (Expert Syst. Appl., 2008)

Quality-of-service oriented web service composition algorithm and planning architecture. - Jong Myoung Ko; Chang Ouk Kim; Ick-Hyun Kwon (J. Syst. Softw., 2008)

An active product state tracking architecture in logistics sensor networks. - Sang Hoon Woo; Ja Young Choi; Choonjong Kwak; Chang Ouk Kim (Comput. Ind., 2009)

Situation reactive approach to Vendor Managed Inventory problem. - Choonjong Kwak; Jin Sung Choi; Chang Ouk Kim; Ick-Hyun Kwon (Expert Syst. Appl., 2009)

Service level management of nonstationary supply chain using direct neural network controller. - Jang Sun Yoo; Seong Rok Hong; Chang Ouk Kim (Expert Syst. Appl., 2009)

Multi-agent based distributed inventory control model. - Chang Ouk Kim; Ick-Hyun Kwon; Choonjong Kwak (Expert Syst. Appl., 2010)

Performance trajectory-based optimised supply chain dynamics. - Kyu Ho Shin; Ick-Hyun Kwon; Jung Hoon Lee; Chang Ouk Kim (Int. J. Comput. Integr. Manuf., 2010)

Agent-based diffusion model for an automobile market with fuzzy TOPSIS-based product adoption process. - Shintae Kim; Keeheon Lee; Jang Kyun Cho; Chang Ouk Kim (Expert Syst. Appl., 2011)

Adaptive product tracking in RFID-enabled large-scale supply chain. - Jong Myoung Ko; Choonjong Kwak; Young Ho Cho; Chang Ouk Kim (Expert Syst. Appl., 2011)

An Agent-Based Competitive Product Diffusion Model for the Estimation and Sensitivity Analysis of Social Network Structure and Purchase Time Distribution. - Keeheon Lee; Shintae Kim; Chang Ouk Kim; Taeho Park (J. Artif. Soc. Soc. Simul., 2013)

Pricing and Timing Strategies for New Product Using Agent-Based Simulation of Behavioural Consumers. - Keeheon Lee; Hoyeop Lee; Chang Ouk Kim (J. Artif. Soc. Soc. Simul., 2014)

Coherence analysis of research and education using topic modeling. - Hoyeop Lee; Jueun Kwak; Min Song 001; Chang Ouk Kim (Scientometrics, 2015)

Opinion polarity detection in Twitter data combining shrinkage regression and topic modeling. - Hyui Geon Yoon; Hyungjun Kim; Chang Ouk Kim; Min Song 001 (J. Informetrics, 2016)

Threat evaluation of enemy air fighters via neural network-based Markov chain modeling. - Hoyeop Lee; Byeong Ju Choi; Chang Ouk Kim; Jin Soo Kim; Ji Eun Kim (Knowl. Based Syst., 2017)

Adaptive Weapon-to-Target Assignment Model Based on the Real-Time Prediction of Hit Probability. - Jaeyeon Jang; Hyui Geon Yoon; Jeong Cheol Kim; Chang Ouk Kim (IEEE Access, 2019)

Amplifying the Imitation Effect for Reinforcement Learning of UCAV's Mission Execution. - Gyeong Taek Lee; Chang Ouk Kim (CoRR, 2019)

Automatic inspection of salt-and-pepper defects in OLED panels using image processing and control chart techniques. - Jueun Kwak; Ki Bum Lee; Jaeyeon Jang; Kyong Soo Chang; Chang Ouk Kim (J. Intell. Manuf., 2019)

Agent simulation-based ordinal optimisation for new product design. - Hoyeop Lee; Jongsu Lim; Keeheon Lee; Chang Ouk Kim (J. Oper. Res. Soc., 2019)

Autonomous Control of Combat Unmanned Aerial Vehicles to Evade Surface-to-Air Missiles Using Deep Reinforcement Learning. - Gyeong Taek Lee; Chang Ouk Kim (IEEE Access, 2020)

One-vs-Rest Network-based Deep Probability Model for Open Set Recognition. - Jaeyeon Jang; Chang Ouk Kim (CoRR, 2020)

Recurrent feature-incorporated convolutional neural network for virtual metrology of the chemical mechanical planarization process. - Ki Bum Lee; Chang Ouk Kim (J. Intell. Manuf., 2020)

Freudian and Newtonian Recurrent Cell for Sequential Recommendation. - Hoyeop Lee; Jinbae Im; Chang Ouk Kim; Sehee Chung (CoRR, 2021)

A run-to-run controller for a chemical mechanical planarization process using least squares generative adversarial networks. - Sinyoung Kim; Jaeyeon Jang; Chang Ouk Kim (J. Intell. Manuf., 2021)

Discriminative feature learning and cluster-based defect label reconstruction for reducing uncertainty in wafer bin map labels. - Seyoung Park; Jaeyeon Jang; Chang Ouk Kim (J. Intell. Manuf., 2021)

Semisupervised sentiment analysis method for online text reviews. - Gyeong Taek Lee; Chang Ouk Kim; Min Song 001 (J. Inf. Sci., 2021)

State-Dependent Parameter Tuning of the Apparent Tardiness Cost Dispatching Rule Using Deep Reinforcement Learning. - Byungwook Min; Chang Ouk Kim (IEEE Access, 2022)

Unstructured borderline self-organizing map: Learning highly imbalanced, high-dimensional datasets for fault detection. - Jaeyeon Jang; Chang Ouk Kim (Expert Syst. Appl., 2022)

Unsupervised novelty pattern classification of shmoo plots for visualizing the test results of integrated circuits. - Hyun Soo Shin; Youngju Kim; Chang Ouk Kim; Sung Ho Park (Expert Syst. Appl., 2022)

Siamese Network-Based Health Representation Learning and Robust Reference-Based Remaining Useful Life Prediction. - Jaeyeon Jang; Chang Ouk Kim (IEEE Trans. Ind. Informatics, 2022)

A variational autoencoder for a semiconductor fault detection model robust to process drift due to incomplete maintenance. - Youngju Kim; Hoyeop Lee; Chang Ouk Kim (J. Intell. Manuf., 2023)

A test vector selection method based on machine learning for efficient presilicon verification. - Hyeong Gu Lim; Jaeyeon Jang; Byung Kook Ju; Jae-Wook Ko; Chang Ouk Kim (Expert Syst. Appl., 2023)

Discovery of fault-introducing tool groups with a numerical association rule mining method in a printed circuit board production line. - Yeonju Lee; Youngju Kim; Bogyeong Lee; Chang Ouk Kim (Int. J. Prod. Res., 2024)

Collective Decision of One-vs-Rest Networks for Open-Set Recognition. - Jaeyeon Jang; Chang Ouk Kim (IEEE Trans. Neural Networks Learn. Syst., 2024)

SAFE: Unsupervised image feature extraction using self-attention based feature extraction network. - Yeoung Je Choi; Gyeong Taek Lee; Chang Ouk Kim (Expert Syst. J. Knowl. Eng., 2024)

A Lightweight Two-Step Detection Method for Real-Time Small UAV Detection. - Sungkyu Jung; Jaeyeon Jang; Chang Ouk Kim (IEEE Access, 2025)

Global feature identification layer for mixed-type wafer bin map classification. - Jae-Young Joo; Chang Ouk Kim (Expert Syst. Appl., 2025)

Credit scoring using multi-task Siamese neural network for improving prediction performance and stability. - Soonjae Kwon; Jaeyeon Jang; Chang Ouk Kim (Expert Syst. Appl., 2025)

Long-tailed classification based on dynamic class average loss. - Do Ryun Lee; Chang Ouk Kim (Expert Syst. Appl., 2025)

Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition. - Jaeyeon Jang; Chang Ouk Kim (IEEE Trans. Neural Networks Learn. Syst., 2025)