1 code implementation • 11 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.
3 code implementations • 10 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.