275 citations · 562 across the 20 of their papers we have counts for
4 papers · 1 filter
Logistic Regression Augmented Community Detection for Network Data with Application in Identifying Autism-Related Gene Pathways
Yunpeng Zhao, Qing Pan, Chengan Du
When searching for gene pathways leading to specific disease outcomes, additional information on gene characteristics is often available that may facilitate to differentiate genes…
Penalized Component Hub Models
Charles Weko, Yunpeng Zhao
Social network analysis presupposes that observed social behavior is influenced by an unobserved network. Traditional approaches to inferring the latent network use pairwise descri…
A Survey on Theoretical Advances of Community Detection in Networks
Yunpeng Zhao
Real-world networks usually have community structure, that is, nodes are grouped into densely connected communities. Community detection is one of the most popular and best-studied…
Network Inference from Temporal-Dependent Grouped Observations
Yunpeng Zhao
In social network analysis, the observed data is usually some social behavior, such as the formation of groups, rather than an explicit network structure. Zhao and Weko (2017) prop…