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ORCIDChang Ouk Kim
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2020 – today
- 2025
[j37]Soonjae Kwon, Jaeyeon Jang
, Chang Ouk Kim:
Credit scoring using multi-task Siamese neural network for improving prediction performance and stability. Expert Syst. Appl. 259: 125327 (2025)- 2024
- [j36]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) - [j35]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): 3305-3319 (2024) - [j34]Jaeyeon Jang, Chang Ouk Kim:
Collective Decision of One-vs-Rest Networks for Open-Set Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2327-2338 (2024) - 2023
- [j33]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: 120056 (2023) - [j32]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): 529-540 (2023) - 2022
- [j31]Byungwook Min, Chang Ouk Kim:
State-Dependent Parameter Tuning of the Apparent Tardiness Cost Dispatching Rule Using Deep Reinforcement Learning. IEEE Access 10: 20187-20198 (2022) - [j30]Jaeyeon Jang, Chang Ouk Kim:
Unstructured borderline self-organizing map: Learning highly imbalanced, high-dimensional datasets for fault detection. Expert Syst. Appl. 188: 116028 (2022) - [j29]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: 117341 (2022) - [j28]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): 5264-5274 (2022) - 2021
- [j27]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): 251-263 (2021) - [j26]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): 2267-2280 (2021) - [j25]Gyeong Taek Lee, Chang Ouk Kim, Min Song:
Semisupervised sentiment analysis method for online text reviews. J. Inf. Sci. 47(3) (2021) - [i5]Hoyeop Lee, Jinbae Im, Chang Ouk Kim, Sehee Chung:
Freudian and Newtonian Recurrent Cell for Sequential Recommendation. CoRR abs/2102.07645 (2021) - [i4]Jaeyeon Jang, Chang Ouk Kim:
Collective Decision of One-vs-Rest Networks for Open Set Recognition. CoRR abs/2103.10230 (2021) - [i3]Jaeyeon Jang, Chang Ouk Kim:
Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition. CoRR abs/2103.12871 (2021) - 2020
- [j24]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: 226724-226736 (2020) - [j23]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): 73-86 (2020) - [i2]Jaeyeon Jang, Chang Ouk Kim:
One-vs-Rest Network-based Deep Probability Model for Open Set Recognition. CoRR abs/2004.08067 (2020)
2010 – 2019
- 2019
- [j22]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: 72210-72220 (2019) - [j21]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): 1047-1055 (2019) - [j20]Hoyeop Lee, Jongsu Lim, Keeheon Lee, Chang Ouk Kim:
Agent simulation-based ordinal optimisation for new product design. J. Oper. Res. Soc. 70(3): 502-515 (2019) - [i1]Gyeong Taek Lee, Chang Ouk Kim:
Amplifying the Imitation Effect for Reinforcement Learning of UCAV's Mission Execution. CoRR abs/1901.05856 (2019) - 2017
- [j19]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: 49-57 (2017) - 2016
- [j18]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): 634-644 (2016) - 2015
- [j17]Hoyeop Lee, Jueun Kwak, Min Song, Chang Ouk Kim:
Coherence analysis of research and education using topic modeling. Scientometrics 102(2): 1119-1137 (2015) - 2014
- [j16]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) - 2013
- [j15]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) - 2011
- [j14]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): 1583-1590 (2011) - [j13]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): 7270-7276 (2011) - 2010
- [j12]Chang Ouk Kim, Ick-Hyun Kwon, Choonjong Kwak:
Multi-agent based distributed inventory control model. Expert Syst. Appl. 37(7): 5186-5191 (2010) - [j11]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): 87-100 (2010)
2000 – 2009
- 2009
- [j10]Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek:
Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. 30(2): 187 (2009) - [j9]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): 149-160 (2009) - [j8]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): 3574-3586 (2009) - [j7]Choonjong Kwak, Jin Sung Choi, Chang Ouk Kim, Ick-Hyun Kwon:
Situation reactive approach to Vendor Managed Inventory problem. Expert Syst. Appl. 36(5): 9039-9045 (2009) - 2008
- [j6]Chang Ouk Kim, Ick-Hyun Kwon, Jun-Geol Baek:
Asynchronous action-reward learning for nonstationary serial supply chain inventory control. Appl. Intell. 28(1): 1-16 (2008) - [j5]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): 380-394 (2008) - [j4]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): 389-397 (2008) - [j3]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): 1166-1176 (2008) - [j2]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): 2079-2090 (2008) - 2007
- [j1]Jun-Geol Baek, Chang Ouk Kim:
Learning single-issue negotiation strategies using hierarchical clustering method. Expert Syst. Appl. 32(2): 606-615 (2007) - 2005
- [c2]Chang Ouk Kim, Yunsun Park, Jun-Geol Baek:
Optimal Signal Control Using Adaptive Dynamic Programming. ICCSA (4) 2005: 148-160 - [c1]Chang Ouk Kim, Young Ho Cho, Jung Uk Yoon, Choonjong Kwak, Yoonho Seo:
Ontology Based Negotiation Case Search System for the Resolution of Exceptions in Collaborative Production Planning. OTM Workshops 2005: 24-25
Coauthor Index
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