Search Results for author: Ziqiang Cheng

Found 2 papers, 2 papers with code

Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets

1 code implementation11 Nov 2019 Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song

Time series modeling has attracted extensive research efforts; however, achieving both reliable efficiency and interpretability from a unified model still remains a challenging problem.

Graph Embedding Time Series +1

Time-Series Event Prediction with Evolutionary State Graph

3 code implementations10 May 2019 Wenjie Hu, Yang Yang, Ziqiang Cheng, Carl Yang, Xiang Ren

In this paper, we present evolutionary state graph, a dynamic graph structure designed to systematically represent the evolving relations (edges) among states (nodes) along time.

Time Series Time Series Classification +1

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