5 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.LG2020
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification
Yadong Zhang, Xin Chen
In the time-series analysis, the time series motifs and the order patterns in time series can reveal general temporal patterns and dynamic features. Triadic Motif Field (TMF) is a…
cs.LG2020
Triad State Space Construction for Chaotic Signal Classification with Deep Learning
Yadong Zhang, Xin Chen
Inspired by the well-known permutation entropy (PE), an effective image encoding scheme for chaotic time series, Triad State Space Construction (TSSC), is proposed. The TSSC image…
cs.LG2020★ 5 cited
Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification
Yadong Zhang, Xin Chen
Time series motifs play an important role in the time series analysis. The motif-based time series clustering is used for the discovery of higher-order patterns or structures in ti…