6 citations · 10 across the 7 of their papers we have counts for
4 papers · 1 filter
Rethinking Attention Mechanism in Time Series Classification
Bowen Zhao, Huanlai Xing, Xinhan Wang +2
Attention-based models have been widely used in many areas, such as computer vision and natural language processing. However, relevant applications in time series classification (T…
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification
Huanlai Xing, Zhiwen Xiao, Rong Qu +2
This paper proposes an efficient federated distillation learning system (EFDLS) for multi-task time series classification (TSC). EFDLS consists of a central server and multiple mob…
RTFN: A Robust Temporal Feature Network for Time Series Classification
Zhiwen Xiao, Xin Xu, Huanlai Xing +3
Time series data usually contains local and global patterns. Most of the existing feature networks pay more attention to local features rather than the relationships among them. Th…
RTFN: Robust Temporal Feature Network
Zhiwen Xiao, Xin Xu, Huanlai Xing +1
Time series analysis plays a vital role in various applications, for instance, healthcare, weather prediction, disaster forecast, etc. However, to obtain sufficient shapelets by a…