Jaeyeon Jang

According to our database, Jaeyeon Jang authored at least 23 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition.

Jaeyeon Jang, Chang Ouk Kim

IEEE Trans. Neural Networks Learn. Syst., January, 2025

Credit scoring using multi-task Siamese neural network for improving prediction performance and stability.

Soonjae Kwon, Jaeyeon Jang, Chang Ouk Kim

Expert Syst. Appl., 2025

2024

Collective Decision of One-vs-Rest Networks for Open-Set Recognition.

Jaeyeon Jang, Chang Ouk Kim

IEEE Trans. Neural Networks Learn. Syst., February, 2024

A two-stage semi-supervised object detection method for SAR images with missing labels based on meta pseudo-labels.

Seung Ryeong Baek, Jaeyeon Jang

Expert Syst. Appl., February, 2024

Synthetic unknown class learning for learning unknowns.

Jaeyeon Jang

Pattern Recognit., 2024

Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling.

Jaeyeon Jang, Diego Klabjan, Han Liu, Nital S. Patel, Xiuqi Li, Balakrishnan Ananthanarayanan, Husam Dauod, Tzung-Han Juang

CoRR, 2024

Adaptive Teaching with Shared Classifier for Knowledge Distillation.

Jaeyeon Jang, Young-Ik Kim, Jisu Lim, Hyeonseong Lee

CoRR, 2024

Hybrid FedGraph: An efficient hybrid federated learning algorithm using graph convolutional neural network.

Jaeyeon Jang, Diego Klabjan, Veena Mendiratta, Fanfei Meng

CoRR, 2024

2023

Real-time path planning of controllable UAV by subgoals using goal-conditioned reinforcement learning.

GyeongTaek Lee, Kang Jin Kim, Jaeyeon Jang

Appl. Soft Comput., October, 2023

A test vector selection method based on machine learning for efficient presilicon verification.

Hyeong Gu Lim, Jaeyeon Jang, Byung Kook Ju, Jae-Wook Ko, Chang Ouk Kim

Expert Syst. Appl., August, 2023

A deep learning-based conditional system health index method to reduce the uncertainty of remaining useful life prediction.

Jaeyeon Jang

Soft Comput., April, 2023

Decision fusion approach for detecting unknown wafer bin map patterns based on a deep multitask learning model.

Jaeyeon Jang, Gyeong Taek Lee

Expert Syst. Appl., April, 2023

Learning Multiple Coordinated Agents under Directed Acyclic Graph Constraints.

Jaeyeon Jang, Diego Klabjan, Han Liu, Nital S. Patel, Xiuqi Li, Balakrishnan Ananthanarayanan, Husam Dauod, Tzung-Han Juang

CoRR, 2023

2022

Siamese Network-Based Health Representation Learning and Robust Reference-Based Remaining Useful Life Prediction.

Jaeyeon Jang, Chang Ouk Kim

IEEE Trans. Ind. Informatics, 2022

Unstructured borderline self-organizing map: Learning highly imbalanced, high-dimensional datasets for fault detection.

Jaeyeon Jang, Chang Ouk Kim

Expert Syst. Appl., 2022

Measuring single-cell level gene expression stability and variability in healthy and severe COVID-19 patients using Kullback-Leibler divergence.

Inseung Hwang, Jaeyeon Jang, Kwangsoo Kim, Hye-Yeong Jo, Sang Cheol Kim, Inuk Jung

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Discriminative feature learning and cluster-based defect label reconstruction for reducing uncertainty in wafer bin map labels.

Seyoung Park, Jaeyeon Jang, Chang Ouk Kim

J. Intell. Manuf., 2021

A run-to-run controller for a chemical mechanical planarization process using least squares generative adversarial networks.

Sinyoung Kim, Jaeyeon Jang, Chang Ouk Kim

J. Intell. Manuf., 2021

A Cross-Cultural Comparative Study on the Startup Discourse in 2000-2019 between United States and China.

Jaeyeon Jang, Byungjun Kim, Kveo Re Lee, Jang-Hyun Kim

Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

2020

One-vs-Rest Network-based Deep Probability Model for Open Set Recognition.

Jaeyeon Jang, Chang Ouk Kim

CoRR, 2020

Aggregate production planning considering implementation error: A robust optimization approach using bi-level particle swarm optimization.

Jaeyeon Jang, Byung Do Chung

Comput. Ind. Eng., 2020

2019

Automatic inspection of salt-and-pepper defects in OLED panels using image processing and control chart techniques.

Jueun Kwak, Ki Bum Lee, Jaeyeon Jang, Kyong Soo Chang, Chang Ouk Kim

J. Intell. Manuf., 2019

Adaptive Weapon-to-Target Assignment Model Based on the Real-Time Prediction of Hit Probability.

Jaeyeon Jang, Hyui Geon Yoon, Jeong Cheol Kim, Chang Ouk Kim

IEEE Access, 2019