Publications
이상호 교수의 ML/DL 방법론 및 산업 응용 분야와 관련된 연구 논문 목록입니다.
| 순번 | 제목 | 게재년월 | 학술지명 | 기타 |
|---|---|---|---|---|
| 01 | Batch active learning for time-series classification with multi-mode exploration | 2025.09 | Information Sciences | 주저자 |
| 02 | Mixing High-Frequency Bands based on Wavelet Decomposition for Long-Term State-of-Charge Forecasting of Lithium-Ion Batteries | 2025.06 | IEEE Access | 주저자 |
| 03 | Black-box adversarial examples via frequency distortion against fault diagnosis systems | 2025.03 | Applied Soft Computing | 주저자 |
| 04 | Deep time-series clustering via latent representation alignment | 2024.11 | Knowledge-Based Systems | 주저자 |
| 05 | Relation-preserving masked modeling for semi-supervised time-series classification | 2024.10 | Information Sciences | 주저자 |
| 06 | Efficient visibility algorithm for high-frequency time-series: application to fault diagnosis with graph convolutional network | 2024.08 | Annals of Operations Research | 주저자 |
| 07 | Graph contrastive learning with consistency regularization | 2024.05 | Pattern Recognition Letters | 공동저자 |
| 08 | Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method | 2024.04 | Engineering Applications of Artificial Intelligence | 공동저자 |
| 09 | Spatio-temporal consistency for multivariate time-series representation learning | 2024.02 | IEEE Access | 주저자 |
| 10 | Artificial intelligence in diagnosing dens evaginatus on periapical radiography with limited data availability | 2023.08 | Scientific Reports | 공동저자 |
| 11 | Multi-order graph attention network for water solubility prediction and interpretation | 2023.03 | Scientific Reports | 주저자 |
| 12 | Motor load balancing with roll force prediction for a cold-rolling setup with neural networks | 2021.06 | Mathematics | 주저자 |