ECML-PKDD

SLeDGe: Semi-Supervised Learning on Data Streams with Graph Structure Learning

Heechan Moon, Kijung Shin

Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses

Nam, Y., Trirat P., Kim, T., Lee, Y., and Lee, J.

Deep Imbalanced Time-series Forecasting via Local Discrepancy Density

Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, Edward Choi

Deep Imbalanced Time-series Forecasting via Local Discrepancy Density

Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, Edward Choi

DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection

Jaemin Yoo, Yue Zhao, Lingxiao Zhao, Leman Akoglu

Pre-training Contextual Location Embeddings in Personal Trajectories via Efficient Hierarchical Location Representations

Chung Park, TaeSan Kim, Junui Hong, Minsung Choi, Jaegul Choo