Statistical Consistency for Change Point Detection and Community Estimation in Time-Evolving Dynamic Networks.
Cong XuThomas C. M. LeePublished in: IEEE Trans. Signal Inf. Process. over Networks (2022)
Keyphrases
- dynamic networks
- change point detection
- change point
- real world networks
- non stationary
- dynamic behavior
- network analysis
- sequential data
- network structure
- temporal evolution
- statistical analysis
- normalized maximum likelihood
- statistical models
- outlier detection
- biological networks
- community detection
- data mining
- high dimensional time series