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Rethinking Attention Mechanism in Time Series Classification

• Authors : Zhao, Bowen; Xing, Huanlai; Wang, Xinhan

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence

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Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing

• Authors : Song, Fuhong; Xing, Huanlai; Wang, Xinhan

Subjects: Electrical Engineering and Systems Science - Signal Processing; Computer Science - Machine Learning

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An Efficient Federated Distillation Learning System for Multi-task Time Series Classification

• Authors : Xing, Huanlai; Xiao, Zhiwen; Qu, Rong

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence

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RTFN: A Robust Temporal Feature Network for Time Series Classification

• Authors : Xiao, Zhiwen; Xu, Xin; Xing, Huanlai

Subjects: Computer Science - Machine Learning

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Self-Bidirectional Decoupled Distillation for Time Series Classification

• Authors : Xiao, Zhiwen; Xing, Huanlai; Qu, Rong

Subjects: Feature extraction; Semantics; Time series analysis

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Densely Knowledge-Aware Network for Multivariate Time Series Classification

• Authors : Xiao, Zhiwen; Xing, Huanlai; Qu, Rong

Subjects: Electrical and Electronic Engineering; Computer Science Applications; Human-Computer Interaction

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DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification

• Authors : Xiao, Zhiwen; Xu, Xin; Xing, Huanlai

Subjects: Feature extraction; Classification algorithms; Time series analysis

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Optogenetic Stimulation of the Cardiac Vagus Nerve to Promote Heart Regenerative Repair after Myocardial Infarction

• Authors : Han, Yuan; Wei, Xiaomin; Chen, Guojun

• Source: International Journal of Biological Sciences ; volume 20, issue 6, page 2072-2091 ; ISSN 1449-2288

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A heuristic method for discovering multi-class classification rules from multi-source data in cloud–edge system

• Authors : Shang, Jing; Xiao, Zhiwen; Tao, Tao ...

• Source: Journal of King Saud University - Computer and Information Sciences ; volume 36, issue 2, page 101962 ; ISSN 1319-1578

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RTFN: Robust Temporal Feature Network

• Authors : Xiao, Zhiwen; Xu, Xin; Xing, Huanlai

Subjects: Computer Science - Machine Learning; Statistics - Machine Learning

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