| When is early classification of time series meaningful? R Wu, A Der, EJ Keogh IEEE Transactions on Knowledge and Data Engineering 35 (3), 3253-3260, 2021 | 14 | 2021 |
| Toward a foundation model for time series data CCM Yeh, X Dai, H Chen, Y Zheng, Y Fan, A Der, V Lai, Z Zhuang, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 13 | 2023 |
| An efficient content-based time series retrieval system CCM Yeh, H Chen, X Dai, Y Zheng, J Wang, V Lai, Y Fan, A Der, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 3 | 2023 |
| Time series synthesis using the matrix profile for anonymization A Der, CCM Yeh, Y Zheng, J Wang, H Chen, Z Zhuang, L Wang, W Zhang, ... 2023 IEEE International Conference on Big Data (BigData), 1908-1911, 2023 | 2 | 2023 |
| Multitask Learning for Time Series Data\\with 2D Convolution CCM Yeh, X Dai, Y Zheng, J Wang, H Chen, Y Fan, A Der, Z Zhuang, ... arXiv preprint arXiv:2310.03925, 2023 | 2 | 2023 |
| Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights CCM Yeh, H Chen, X Dai, Y Zheng, Y Fan, V Lai, J Wang, A Der, ... 2023 IEEE International Conference on Big Data (BigData), 1994-1997, 2023 | 1 | 2023 |
| Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series A Der, CCM Yeh, R Wu, J Wang, Y Zheng, Z Zhuang, L Wang, W Zhang, ... 2022 IEEE International Conference on Knowledge Graph (ICKG), 40-47, 2022 | 1 | 2022 |
| Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data M Shahcheraghi, R Mercer, JMDA Rodrigues, A Der, HFS Gamboa, ... 2022 IEEE International Conference on Data Mining (ICDM), 1179-1184, 2022 | 1 | 2022 |
| PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies A Der, CCM Yeh, Y Zheng, J Wang, Z Zhuang, L Wang, W Zhang, ... Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | | 2024 |
| Introducing Mplots: Scaling Time Series Recurrence Plots to Massive Datasets M Shahcheraghi, R Mercer, JM de Almeida Rodrigues, A Der, ... | | 2023 |
Chin-Chia Michael YehVisa ResearchVerified email at visa.com
