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Jaeyeon Jang
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2020 – today
- 2025
- [j15]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
- [j14]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: 121405 (2024) - [j13]Jaeyeon Jang
Synthetic unknown class learning for learning unknowns. Pattern Recognit. 153: 110560 (2024) - [j12]Jaeyeon Jang
Collective Decision of One-vs-Rest Networks for Open-Set Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2327-2338 (2024) - [i8]Jaeyeon Jang, Diego Klabjan, Veena Mendiratta, Fanfei Meng:
Hybrid FedGraph: An efficient hybrid federated learning algorithm using graph convolutional neural network. CoRR abs/2404.09443 (2024) - [i7]Jaeyeon Jang, Young-Ik Kim, Jisu Lim, Hyeonseong Lee:
Adaptive Teaching with Shared Classifier for Knowledge Distillation. CoRR abs/2406.08528 (2024) - [i6]Jaeyeon Jang, Diego Klabjan, Han Liu, Nital S. Patel, Xiuqi Li, Balakrishnan Ananthanarayanan, Husam Dauod, Tzung-Han Juang:
Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling. CoRR abs/2409.13571 (2024) - 2023
- [j11]GyeongTaek Lee
Real-time path planning of controllable UAV by subgoals using goal-conditioned reinforcement learning. Appl. Soft Comput. 146: 110660 (2023) - [j10]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: 119363 (2023) - [j9]Hyeong Gu Lim, Jaeyeon Jang
A test vector selection method based on machine learning for efficient presilicon verification. Expert Syst. Appl. 224: 120056 (2023) - [j8]Jaeyeon Jang
A deep learning-based conditional system health index method to reduce the uncertainty of remaining useful life prediction. Soft Comput. 27(7): 3641-3654 (2023) - [i5]Jaeyeon Jang, Diego Klabjan, Han Liu, Nital S. Patel, Xiuqi Li, Balakrishnan Ananthanarayanan
Learning Multiple Coordinated Agents under Directed Acyclic Graph Constraints. CoRR abs/2307.07529 (2023) - 2022
- [j7]Jaeyeon Jang
Unstructured borderline self-organizing map: Learning highly imbalanced, high-dimensional datasets for fault detection. Expert Syst. Appl. 188: 116028 (2022) - [j6]Jaeyeon Jang
Siamese Network-Based Health Representation Learning and Robust Reference-Based Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 18(8): 5264-5274 (2022) - [c2]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: 3818-3820 - 2021
- [j5]Seyoung Park, Jaeyeon Jang
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) - [j4]Sinyoung Kim, Jaeyeon Jang
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) - [c1]Jaeyeon Jang, Byungjun Kim
A Cross-Cultural Comparative Study on the Startup Discourse in 2000-2019 between United States and China. IMCOM 2021: 1-5 - [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) - [i2]Jaeyeon Jang:
Synthetic Unknown Class Learning for Learning Unknowns. CoRR abs/2111.08062 (2021) - 2020
- [j3]Jaeyeon Jang
Aggregate production planning considering implementation error: A robust optimization approach using bi-level particle swarm optimization. Comput. Ind. Eng. 142: 106367 (2020) - [i1]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
- [j2]Jaeyeon Jang
Adaptive Weapon-to-Target Assignment Model Based on the Real-Time Prediction of Hit Probability. IEEE Access 7: 72210-72220 (2019) - [j1]Jueun Kwak, Ki Bum Lee
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)
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