Yunseon Byun

According to our database, Yunseon Byun authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Unsupervised fault detection using frequency-wise angular filtering in contaminated vibration signals.

Yunseon Byun, Daeju Maeng, Jun-Geol Baek

Int. J. Prod. Res., 2025

Memory augmented coherent probabilistic forecasts for hierarchically related time series.

Junyong Lee, Yunseon Byun, Byoung-Mo Koo, Jun-Geol Baek

Neurocomputing, 2025

Decomposed Degradation Pattern Alignment for Domain Adaptation in Machine Remaining Useful Life Prediction.

Byoung-Mo Koo, Yunseon Byun, Jun-Geol Baek

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2025

2023

Time Series Anomaly Detection Using Contrastive Learning based One-Class Classification.

Yeseul Lee, Yunseon Byun, Jun-Geol Baek

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

2022

Image Synthesis with Single-type Patterns for Mixed-type Pattern Recognition on Wafer Bin Maps.

Yunseon Byun, Jun-Geol Baek

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

2020

Mixed Pattern Recognition Methodology on Wafer Maps with Pre-trained Convolutional Neural Networks.

Yunseon Byun, Jun-Geol Baek

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020