10 citations · 38 across the 27 of their papers we have counts for
4 papers · 1 filter
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies
Jingfei Zhang, Will Wei Sun, Lexin Li
Multiple-subject network data are fast emerging in recent years, where a separate connectivity matrix is measured over a common set of nodes for each individual subject, along with…
Learning Human Activity Patterns using Clustered Point Processes with Active and Inactive States
Jingfei Zhang, Biao Cai, Xuening Zhu +3
Modeling event patterns is a central task in a wide range of disciplines. In applications such as studying human activity patterns, events often arrive clustered with sporadic and…
Mixed-Effect Time-Varying Network Model and Application in Brain Connectivity Analysis
Jingfei Zhang, Will Wei Sun, Lexin Li
Time-varying networks are fast emerging in a wide range of scientific and business disciplines. Most existing dynamic network models are limited to a single-subject and discrete-ti…
Modularity based community detection in heterogeneous networks
Jingfei Zhang, Yuguo Chen
Heterogeneous networks are networks consisting of different types of nodes and multiple types of edges linking such nodes. While community detection has been extensively developed…