Complex Network Construction of Multivariate Time Series Using Information Geometry.
Jiancheng SunYong YangNeal N. XiongLiyun DaiXiangdong PengJianguo LuoPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2019)
Keyphrases
- complex networks
- multivariate time series
- information geometry
- fisher information
- network structure
- information theory
- temporal patterns
- social network analysis
- social networks
- temporal data
- dimension reduction
- information theoretic
- autoregressive
- categorical data
- spatial structure
- cluster analysis
- data analysis
- multiscale