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Recommendations for the article Domain Adaptation for Time Series Under Feature and Label Shifts
Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
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visibility_off | Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark | Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff, Aurélie Boisbunon, Illyyne Saffar | 2023-12-15 | ArXiv | 1 | 5 |
visibility_off | A Virtual-Label-Based Hierarchical Domain Adaptation Method for Time-Series Classification. | Wenmian Yang, Lizhi Cheng, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Zhenghua Chen | 2024-08-28 | IEEE transactions on neural networks and learning systems | 0 | 16 |
visibility_off | ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data | Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, C. Kwoh, Xiaoli Li | 2022-03-15 | ACM Transactions on Knowledge Discovery from Data | 55 | 40 |
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visibility_off | GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series | Gang Tu, Dan Li, Bingxin Lin, Zibin Zheng, See-Kiong Ng | 2024-10-09 | ArXiv | 0 | 1 |
visibility_off | Domain Generalization via Selective Consistency Regularization for Time Series Classification | Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo | 2022-06-16 | 2022 26th International Conference on Pattern Recognition (ICPR) | 1 | 25 |
visibility_off | Domain Adaptation for Time Series Forecasting via Attention Sharing | Xiaoyong Jin, Youngsuk Park, Danielle C. Maddix, Bernie Wang, Xifeng Yan | 2021-02-13 | ArXiv, DBLP | 65 | 66 |
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visibility_off | Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment | Franccois Painblanc, L. Chapel, N. Courty, Chloé Friguet, Charlotte Pelletier, R. Tavenard | 2023-08-24 | ArXiv | 3 | 34 |
Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |