Identification of Communities With Multi-Semantics via Bayesian Generative Model

A block-based generative model for attributed network embedding

(2021) Xueyan Liu et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

A Method for Mining Granger Causality Relationship on Atmospheric Visibility

(2021) Bo Liu et al.   ACM Transactions on Knowledge Discovery from Data

Community Detection by Motif-Aware Label Propagation

(2020) Pei-Zhen Li et al.   ACM Transactions on Knowledge Discovery from Data

Network Embedding for Community Detection in Attributed Networks

(2020) Heli Sun et al.   ACM Transactions on Knowledge Discovery from Data

Multiobjective Optimization and Local Merge for Clustering Attributed Graphs

(2019) Clara Pizzuti et al.   IEEE Transactions on Cybernetics

Stochastic Blockmodeling and Variational Bayes Learning for Signed Network Analysis

(2017) Bo Yang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Network Cross-Validation for Determining the Number of Communities in Network Data

(2017) Kehui Chen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variational Inference: A Review for Statisticians

(2017) David M. Blei et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Community detection in networks: A user guide

(2016) Santo Fortunato et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Description-Driven Community Detection

(2014) Simon Pool et al.   ACM Transactions on Intelligent Systems and Technology

Latent Community Topic Analysis

(2012) Zhijun Yin et al.   ACM Transactions on Intelligent Systems and Technology

Constrained Nonnegative Matrix Factorization for Image Representation

(2011) Haifeng Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Stochastic blockmodels and community structure in networks

(2011) Brian Karrer et al.   PHYSICAL REVIEW E