Chengyang Ye

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Gaussian Process

Multivariate Time Series

Dynamic Bayesian Networks

Unsupervised Learning

Top Venues

IEICE Trans. Inf. Syst.

Publications

Chengyang Ye, Qiang Ma
Semantic Relationship-Based Unsupervised Representation Learning of Multivariate Time Series. IEICE Trans. Inf. Syst. 107 (2) (2024)
Chengyang Ye, Qiang Ma
GP-HLS: Gaussian Process-Based Unsupervised High-Level Semantics Representation Learning of Multivariate Time Series. DASFAA (1) (2023)
Chengyang Ye, Qiang Ma
Unsupervised Representation Learning with Semantic of Streaming Time Series. WISE (2023)
Chengyang Ye, Qiang Ma
Multi-Granularity Framework for Unsupervised Representation Learning of Time Series. CoRR (2023)
Chengyang Ye, Qiang Ma
LBP4MTS: Local Binary Pattern-Based Unsupervised Representation Learning of Multivariate Time Series. IEEE Access 11 (2023)
Dejun Wang, Yanxia Wang, Shan Liang, Chengyang Ye
A N-order Interpolated Variance Estimator Algorithm for Fusion of Inland Waterway Crowd-sourced Bathymetry Data. ICITE (2022)
Chengyang Ye, Qiang Ma
TS2V: A Transformer-Based Siamese Network for Representation Learning of Univariate Time-Series Data. CSCWD (2022)