Chang Ouk Kim

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 24

Top Topics

Convolutional Neural Network

Probability Model

Image Feature Extraction

Reinforcement Learning

Top Venues

J. Intell. Manuf.

Expert Syst. Appl.

Publications

Jaeyeon Jang, Chang Ouk Kim
Collective Decision of One-vs-Rest Networks for Open-Set Recognition. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yeonju Lee, Youngju Kim, Bogyeong Lee, Chang Ouk Kim
Discovery of fault-introducing tool groups with a numerical association rule mining method in a printed circuit board production line. Int. J. Prod. Res. 62 (9) (2024)
Yeoung Je Choi, Gyeong Taek Lee, Chang Ouk Kim
SAFE: Unsupervised image feature extraction using self-attention based feature extraction network. Expert Syst. J. Knowl. Eng. 41 (8) (2024)
Hyeong Gu Lim, Jaeyeon Jang, Byung Kook Ju, Jae-Wook Ko, Chang Ouk Kim
A test vector selection method based on machine learning for efficient presilicon verification. Expert Syst. Appl. 224 (2023)
Youngju Kim, Hoyeop Lee, Chang Ouk Kim
A variational autoencoder for a semiconductor fault detection model robust to process drift due to incomplete maintenance. J. Intell. Manuf. 34 (2) (2023)
Jaeyeon Jang, Chang Ouk Kim
Unstructured borderline self-organizing map: Learning highly imbalanced, high-dimensional datasets for fault detection. Expert Syst. Appl. 188 (2022)
Hyun Soo Shin, Youngju Kim, Chang Ouk Kim, Sung Ho Park
Unsupervised novelty pattern classification of shmoo plots for visualizing the test results of integrated circuits. Expert Syst. Appl. 202 (2022)
Byungwook Min, Chang Ouk Kim
State-Dependent Parameter Tuning of the Apparent Tardiness Cost Dispatching Rule Using Deep Reinforcement Learning. IEEE Access 10 (2022)
Jaeyeon Jang, Chang Ouk Kim
Siamese Network-Based Health Representation Learning and Robust Reference-Based Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 18 (8) (2022)
Gyeong Taek Lee, Chang Ouk Kim, Min Song
Semisupervised sentiment analysis method for online text reviews. J. Inf. Sci. 47 (3) (2021)
Seyoung Park, Jaeyeon Jang, Chang Ouk Kim
Discriminative feature learning and cluster-based defect label reconstruction for reducing uncertainty in wafer bin map labels. J. Intell. Manuf. 32 (1) (2021)
Sinyoung Kim, Jaeyeon Jang, Chang Ouk Kim
A run-to-run controller for a chemical mechanical planarization process using least squares generative adversarial networks. J. Intell. Manuf. 32 (8) (2021)
Hoyeop Lee, Jinbae Im, Chang Ouk Kim, Sehee Chung
Freudian and Newtonian Recurrent Cell for Sequential Recommendation. CoRR (2021)
Jaeyeon Jang, Chang Ouk Kim
Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition. CoRR (2021)
Jaeyeon Jang, Chang Ouk Kim
Collective Decision of One-vs-Rest Networks for Open Set Recognition. CoRR (2021)
Ki Bum Lee, Chang Ouk Kim
Recurrent feature-incorporated convolutional neural network for virtual metrology of the chemical mechanical planarization process. J. Intell. Manuf. 31 (1) (2020)
Gyeong Taek Lee, Chang Ouk Kim
Autonomous Control of Combat Unmanned Aerial Vehicles to Evade Surface-to-Air Missiles Using Deep Reinforcement Learning. IEEE Access 8 (2020)
Jaeyeon Jang, Chang Ouk Kim
One-vs-Rest Network-based Deep Probability Model for Open Set Recognition. CoRR (2020)
Hoyeop Lee, Jongsu Lim, Keeheon Lee, Chang Ouk Kim
Agent simulation-based ordinal optimisation for new product design. J. Oper. Res. Soc. 70 (3) (2019)
Jueun Kwak, Ki Bum Lee, Jaeyeon Jang, Kyong Soo Chang, Chang Ouk Kim
Automatic inspection of salt-and-pepper defects in OLED panels using image processing and control chart techniques. J. Intell. Manuf. 30 (3) (2019)
Jaeyeon Jang, Hyui Geon Yoon, Jeong Cheol Kim, Chang Ouk Kim
Adaptive Weapon-to-Target Assignment Model Based on the Real-Time Prediction of Hit Probability. IEEE Access 7 (2019)
Gyeong Taek Lee, Chang Ouk Kim
Amplifying the Imitation Effect for Reinforcement Learning of UCAV's Mission Execution. CoRR (2019)
Hoyeop Lee, Byeong Ju Choi, Chang Ouk Kim, Jin Soo Kim, Ji Eun Kim
Threat evaluation of enemy air fighters via neural network-based Markov chain modeling. Knowl. Based Syst. 116 (2017)
Hyui Geon Yoon, Hyungjun Kim, Chang Ouk Kim, Min Song
Opinion polarity detection in Twitter data combining shrinkage regression and topic modeling. J. Informetrics 10 (2) (2016)
Hoyeop Lee, Jueun Kwak, Min Song, Chang Ouk Kim
Coherence analysis of research and education using topic modeling. Scientometrics 102 (2) (2015)
Keeheon Lee, Hoyeop Lee, Chang Ouk Kim
Pricing and Timing Strategies for New Product Using Agent-Based Simulation of Behavioural Consumers. J. Artif. Soc. Soc. Simul. 17 (2) (2014)
Keeheon Lee, Shintae Kim, Chang Ouk Kim, Taeho Park
An Agent-Based Competitive Product Diffusion Model for the Estimation and Sensitivity Analysis of Social Network Structure and Purchase Time Distribution. J. Artif. Soc. Soc. Simul. 16 (1) (2013)
Shintae Kim, Keeheon Lee, Jang Kyun Cho, Chang Ouk Kim
Agent-based diffusion model for an automobile market with fuzzy TOPSIS-based product adoption process. Expert Syst. Appl. 38 (6) (2011)
Jong Myoung Ko, Choonjong Kwak, Young Ho Cho, Chang Ouk Kim
Adaptive product tracking in RFID-enabled large-scale supply chain. Expert Syst. Appl. 38 (3) (2011)
Chang Ouk Kim, Ick-Hyun Kwon, Choonjong Kwak
Multi-agent based distributed inventory control model. Expert Syst. Appl. 37 (7) (2010)
Kyu Ho Shin, Ick-Hyun Kwon, Jung Hoon Lee, Chang Ouk Kim
Performance trajectory-based optimised supply chain dynamics. Int. J. Comput. Integr. Manuf. 23 (1) (2010)
Jang Sun Yoo, Seong Rok Hong, Chang Ouk Kim
Service level management of nonstationary supply chain using direct neural network controller. Expert Syst. Appl. 36 (2) (2009)
Choonjong Kwak, Jin Sung Choi, Chang Ouk Kim, Ick-Hyun Kwon
Situation reactive approach to Vendor Managed Inventory problem. Expert Syst. Appl. 36 (5) (2009)
Sang Hoon Woo, Ja Young Choi, Choonjong Kwak, Chang Ouk Kim
An active product state tracking architecture in logistics sensor networks. Comput. Ind. 60 (3) (2009)
Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek
Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. 30 (2) (2009)
Ick-Hyun Kwon, Chang Ouk Kim, Jin Jun, Jung Hoon Lee
Case-based myopic reinforcement learning for satisfying target service level in supply chain. Expert Syst. Appl. 35 (1-2) (2008)
Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek
Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. 28 (1) (2008)
Ick-Hyun Kwon, Chang Ouk Kim, Kyung Pil Kim, Choonjong Kwak
Recommendation of e-commerce sites by matching category-based buyer query and product e-catalogs. Comput. Ind. 59 (4) (2008)
Moon-Chan Kim, Chang Ouk Kim, Seong Rok Hong, Ick-Hyun Kwon
Forward-backward analysis of RFID-enabled supply chain using fuzzy cognitive map and genetic algorithm. Expert Syst. Appl. 35 (3) (2008)
Jong Myoung Ko, Chang Ouk Kim, Ick-Hyun Kwon
Quality-of-service oriented web service composition algorithm and planning architecture. J. Syst. Softw. 81 (11) (2008)
Jun-Geol Baek, Chang Ouk Kim
Learning single-issue negotiation strategies using hierarchical clustering method. Expert Syst. Appl. 32 (2) (2007)
Chang Ouk Kim, Yunsun Park, Jun-Geol Baek
Optimal Signal Control Using Adaptive Dynamic Programming. ICCSA (4) (2005)
Chang Ouk Kim, Young Ho Cho, Jung Uk Yoon, Choonjong Kwak, Yoon Ho Seo
Ontology Based Negotiation Case Search System for the Resolution of Exceptions in Collaborative Production Planning. OTM Workshops (2005)