Jaeyeon Jang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Decision Fusion

Automatic Inspection

Top Venues

Expert Syst. Appl.

J. Intell. Manuf.

Publications

Jaeyeon Jang, Young-Ik Kim, Jisu Lim, Hyeonseong Lee
Adaptive Teaching with Shared Classifier for Knowledge Distillation. CoRR (2024)
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)
Seung Ryeong Baek, Jaeyeon Jang
A two-stage semi-supervised object detection method for SAR images with missing labels based on meta pseudo-labels. Expert Syst. Appl. 236 (2024)
Jaeyeon Jang
Synthetic unknown class learning for learning unknowns. Pattern Recognit. 153 (2024)
Jaeyeon Jang, Diego Klabjan, Veena Mendiratta, Fanfei Meng
Hybrid FedGraph: An efficient hybrid federated learning algorithm using graph convolutional neural network. CoRR (2024)
GyeongTaek Lee, Kang Jin Kim, Jaeyeon Jang
Real-time path planning of controllable UAV by subgoals using goal-conditioned reinforcement learning. Appl. Soft Comput. 146 (2023)
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)
Jaeyeon Jang
A deep learning-based conditional system health index method to reduce the uncertainty of remaining useful life prediction. Soft Comput. 27 (7) (2023)
Jaeyeon Jang, Diego Klabjan, Han Liu, Nital S. Patel, Xiuqi Li, Balakrishnan Ananthanarayanan, Husam Dauod, Tzung-Han Juang
Learning Multiple Coordinated Agents under Directed Acyclic Graph Constraints. CoRR (2023)
Jaeyeon Jang, Gyeong Taek Lee
Decision fusion approach for detecting unknown wafer bin map patterns based on a deep multitask learning model. Expert Syst. Appl. 215 (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)
Inseung Hwang, Jaeyeon Jang, Kwangsoo Kim, Hye-Yeong Jo, Sang Cheol Kim, Inuk Jung
Measuring single-cell level gene expression stability and variability in healthy and severe COVID-19 patients using Kullback-Leibler divergence. BIBM (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)
Jaeyeon Jang, Byungjun Kim, Kveo Re Lee, Jang Hyun Kim
A Cross-Cultural Comparative Study on the Startup Discourse in 2000-2019 between United States and China. IMCOM (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)
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)
Jaeyeon Jang
Synthetic Unknown Class Learning for Learning Unknowns. CoRR (2021)
Jaeyeon Jang, Byung Do Chung
Aggregate production planning considering implementation error: A robust optimization approach using bi-level particle swarm optimization. Comput. Ind. Eng. 142 (2020)
Jaeyeon Jang, Chang Ouk Kim
One-vs-Rest Network-based Deep Probability Model for Open Set Recognition. CoRR (2020)
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)