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J

Jaeyeon Jang

the catholic university of korea

13H-index
39Paper Count
401Citation Count
Published Papers 21
Publication Date
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Classifying mixed-defect from single-defect training in imbalanced wafer maps via diffusion and attention
errExpert Systems with Applications
IF7.5
err2025-10-23
err0
PREAI
errDaeyeol Yang; Jaeyeon Jang; Chang Ouk Kim
errShare
errSave
Scalable multi-agent reinforcement learning for factory-wide dynamic scheduling in semiconductor manufacturing
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-10
err0
PREAI
errJaeyeon Jang; Diego Klabjan; Han Liu; Nital S. Patel; Xiuqi Li; Balakrishnan Ananthanarayanan; Husam Dauod; Tzung-Han Juang
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errSave
Adaptive teaching with shared classifier for knowledge distillation
errNeurocomputing
IF6.5
err2025-08-27
err0
PREAI
errJaeyeon Jang; Young-Ik Kim; Hyeonseong Lee
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errSave
Learning multiple coordinated agents under directed acyclic graph constraints
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
errOAAI
errJang, Jaeyeon; Klabjan, Diego; Liu, Han; Patel, Nital S.; Li, Xiuqi; Ananthanarayanan, Balakrishnan; Dauod, Husam; Juang, Tzung-Han
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Credit scoring using multi-task Siamese neural network for improving prediction performance and stability
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-01-01
err0
PREAI
errKwon, Soonjae; Jang, Jaeyeon; Kim, Chang Ouk
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errSave
Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err1
errOAAI
errJang, Jaeyeon; Kim, Chang Ouk
errShare
errSave
Synthetic unknown class learning for learning unknowns
errPATTERN RECOGNITION
IF7.6
err2024-09-01
err0
errOAAI
errJang, Jaeyeon
errShare
errSave
Collective Decision of One-vs-Rest Networks for Open-Set Recognition
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-02-01
err19
errOAAI
errJang, Jaeyeon; Kim, Chang Ouk
errShare
errSave
A two-stage semi-supervised object detection method for SAR images with missing labels based on meta pseudo-labels
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-02-01
err3
PREAI
errBaek, Seung Ryeong; Jang, Jaeyeon
errShare
errSave
Real-time path planning of controllable UAV by subgoals using goal-conditioned reinforcement learning
errAPPLIED SOFT COMPUTING
IF6.6
err2023-10-01
err7
PREAI
errLee, GyeongTaek; Kim, KangJin; Jang, Jaeyeon
errShare
errSave
Stepwise Soft Actor-Critic for UAV Autonomous Flight Control
errDRONES
IF4.8
err2023-08-24
err2
errOAAI
errHwang, Ha Jun; Jang, Jaeyeon; Choi, Jongkwan; Bae, Jung Ho; Kim, Sung Ho; Kim, Chang Ouk
errShare
errSave
A test vector selection method based on machine learning for efficient presilicon verification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-08-01
err0
PREAI
errLim, Hyeong Gu; Jang, Jaeyeon; Ju, Byung Kook; Ko, Jae Woo; Kim, Chang Ouk
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errSave
Decision fusion approach for detecting unknown wafer bin map patterns based on a deep multitask learning model
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-04-01
err9
PREAI
errJang, Jaeyeon; Lee, Gyeong Taek
errShare
errSave
A deep learning-based conditional system health index method to reduce the uncertainty of remaining useful life prediction
errSOFT COMPUTING
IF2.5
err2022-11-09
err4
errOAAI
errJang, Jaeyeon
errShare
errSave
Siamese Network-Based Health Representation Learning and Robust Reference-Based Remaining Useful Life Prediction
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2022-08-01
err22
PREAI
errJang, Jaeyeon; Kim, Chang Ouk
errShare
errSave
Unstructured borderline self-organizing map: Learning highly imbalanced, high-dimensional datasets for fault detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-02-01
err12
PREAI
errJang, Jaeyeon; Kim, Chang Ouk
errShare
errSave
A run-to-run controller for a chemical mechanical planarization process using least squares generative adversarial networks
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2020-08-07
err10
PREAI
errKim, Sinyoung; Jang, Jaeyeon; Kim, Chang Ouk
errShare
errSave
Discriminative feature learning and cluster-based defect label reconstruction for reducing uncertainty in wafer bin map labels
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2020-04-16
err30
PREAI
errPark, Seyoung; Jang, Jaeyeon; Kim, Chang Ouk
errShare
errSave
Aggregate production planning considering implementation error: A robust optimization approach using bi-level particle swarm optimization
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2020-04-01
err23
PREAI
errJang, Jaeyeon; Chung, Byung Do
errShare
errSave
Adaptive Weapon-to-Target Assignment Model Based on the Real-Time Prediction of Hit Probability
errIEEE ACCESS
IF3.6
err2019-01-01
err15
errOAAI
errJang, Jaeyeon; Yoon, Hyui Geon; Kim, Jeong Cheol; Kim, Chang Ouk
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Diego Klabjan
H-index: 39 · Papers: 356
S
Sinyoung Kim
H-index: 29 · Papers: 268
C
Chang Ouk Kim
H-index: 25 · Papers: 97
X
Xiuqi Li
H-index: 24 · Papers: 152
B
Byung Do Chung
H-index: 23 · Papers: 67
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