Boosting Nonnegative Matrix Factorization Based Community Detection With Graph Attention Auto-Encoder

Symmetric Nonnegative Matrix Factorization-Based Community Detection Models and Their Convergence Analysis

(2021) Xin Luo et al.   IEEE Transactions on Neural Networks and Learning Systems

Co-regularized nonnegative matrix factorization for evolving community detection in dynamic networks

(2020) Xiaoke Ma et al.   INFORMATION SCIENCES

Spectral clustering via ensemble deep autoencoder learning (SC-EDAE)

(2020) Séverine Affeldt et al.   PATTERN RECOGNITION

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Similarity preserving overlapping community detection in signed networks

(2020) Chaobo He et al.   Future Generation Computer Systems-The International Journal of eScience

Deep Learning on Graphs: A Survey

(2020) Ziwei Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Detecting drug communities and predicting comprehensive drug–drug interactions via balance regularized semi-nonnegative matrix factorization

(2019) Jian-Yu Shi et al.   Journal of Cheminformatics

Community detection with the Label Propagation Algorithm: A survey

(2019) Sara E. Garza et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Deep graph regularized non-negative matrix factorization for multi-view clustering

(2019) Jianqiang Li et al.   NEUROCOMPUTING

Structured AutoEncoders for Subspace Clustering

(2018) Xi Peng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Community detection in multi-layer networks using joint nonnegative matrix factorization

(2018) Xiaoke Ma et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Non-Negative Matrix Factorizations for Multiplex Network Analysis

(2018) Vladimir Gligorijevic et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Community detection in networks: A multidisciplinary review

(2018) Muhammad Aqib Javed et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A Survey of Clustering with Deep Learning: From the Perspective of Network Architecture

(2018) Erxue Min et al.   IEEE Access

Improving NMF-based community discovery using distributed robust nonnegative matrix factorization with SimRank similarity measure

(2018) Chaobo He et al.   JOURNAL OF SUPERCOMPUTING

CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

(2018) Ron Levie et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks

(2017) Xiaoke Ma et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Deep Matrix Factorization Method for Learning Attribute Representations

(2017) George Trigeorgis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Semi-supervised community detection based on non-negative matrix factorization with node popularity

(2017) Xiao Liu et al.   INFORMATION SCIENCES

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Clustering and Summarizing Protein-Protein Interaction Networks: A Survey

(2016) Sourav S. Bhowmick et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Community detection in networks: A user guide

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

Deep Neural Networks in Machine Translation: An Overview

(2015) Jiajun Zhang et al.   IEEE INTELLIGENT SYSTEMS

A Unified Semi-Supervised Community Detection Framework Using Latent Space Graph Regularization

(2015) Liang Yang et al.   IEEE Transactions on Cybernetics

Overlapping community detection using Bayesian non-negative matrix factorization

(2011) Ioannis Psorakis et al.   PHYSICAL REVIEW E

Community discovery using nonnegative matrix factorization

(2010) Fei Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Detecting, identifying and visualizing research groups in co-authorship networks

(2009) Antonio Perianes-Rodríguez et al.   SCIENTOMETRICS

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Benchmark graphs for testing community detection algorithms

(2008) Andrea Lancichinetti et al.   PHYSICAL REVIEW E