RTFN: A robust temporal feature network for time series classification

Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan

Abstract: Highlights•Propose a robust temporal feature network (RTFN) for feature extraction.•Responsible for capturing local features and relationships among them.•RTFN can be embedded into supervised and unsupervised structures.•RTFN achieves decent performance on UCR2018 and UEA2018 datasets.