A novel method of spectral clustering in attributed networks by constructing parameter-free affinity matrix

Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends

(2021) Saman Forouzandeh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A new link prediction in multiplex networks using topologically biased random walks

(2021) Elahe Nasiri et al.   CHAOS SOLITONS & FRACTALS

A preference random walk algorithm for link prediction through mutual influence nodes in complex networks

(2021) Kamal Berahmand et al.   Journal of King Saud University-Computer and Information Sciences

Network Embedding for Community Detection in Attributed Networks

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

Community detection in node-attributed social networks: A survey

(2020) Petr Chunaev   Computer Science Review

SAG Cluster: An unsupervised graph clustering based on collaborative similarity for community detection in complex networks

(2020) Smita Agrawal et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A new attributed graph clustering by using label propagation in complex networks

(2020) Kamal Berahmand et al.   Journal of King Saud University-Computer and Information Sciences

Community detection in attributed networks considering both structural and attribute similarities: two mathematical programming approaches

(2019) Esmaeil Alinezhad et al.   NEURAL COMPUTING & APPLICATIONS

Community detection in complex networks using Node2vec with spectral clustering

(2019) Fang Hu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Homogeneity trend on social networks changes evolutionary advantage in competitive information diffusion

(2019) Longzhao Liu et al.   NEW JOURNAL OF PHYSICS

Multiobjective Optimization and Local Merge for Clustering Attributed Graphs

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

Coupled Node Similarity Learning for Community Detection in Attributed Networks

(2018) Fanrong Meng et al.   Entropy

Overlap community detection using spectral algorithm based on node convergence degree

(2018) Weimin Li et al.   Future Generation Computer Systems-The International Journal of eScience

Enhancing network capacity by weakening community structure in scale-free network

(2018) Jun Cai et al.   Future Generation Computer Systems-The International Journal of eScience

Global spectral clustering in dynamic networks

(2018) Fuchen Liu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Local Spectral Clustering for Overlapping Community Detection

(2018) Yixuan Li et al.   ACM Transactions on Knowledge Discovery from Data

A graph clustering method for community detection in complex networks

(2017) HongFang Zhou et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness

(2017) Michiru Nishita et al.   Scientific Reports

Subspace Based Network Community Detection Using Sparse Linear Coding

(2016) Arif Mahmood et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Intra graph clustering using collaborative similarity measure

(2015) Waqas Nawaz et al.   DISTRIBUTED AND PARALLEL DATABASES

An approach for overlapping and hierarchical community detection in social networks based on coalition formation game theory

(2015) Lihua Zhou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dense community detection in multi-valued attributed networks

(2015) Xin Huang et al.   INFORMATION SCIENCES

A Community Detection Algorithm Based on Topology Potential and Spectral Clustering

(2014) Zhixiao Wang et al.   TheScientificWorldJOURNAL

Spectral methods for community detection and graph partitioning

(2013) M. E. J. Newman   PHYSICAL REVIEW E

Clustering large attributed information networks: an efficient incremental computing approach

(2012) Hong Cheng et al.   DATA MINING AND KNOWLEDGE DISCOVERY

An improved spectral clustering algorithm based on random walk

(2011) Xianchao Zhang et al.   Frontiers of Computer Science in China

Link prediction based on local random walk

(2010) Weiping Liu et al.   EPL

Spectral methods for graph clustering – A survey

(2010) Mariá C.V. Nascimento et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Covariance, correlation matrix, and the multiscale community structure of networks

(2010) Hua-Wei Shen et al.   PHYSICAL REVIEW E

On defining affinity graph for spectral clustering through ranking on manifolds

(2009) Tian Xia et al.   NEUROCOMPUTING

Identifying and evaluating community structure in complex networks

(2009) Karsten Steinhaeuser et al.   PATTERN RECOGNITION LETTERS

Spectral properties of networks with community structure

(2009) Sanjeev Chauhan et al.   PHYSICAL REVIEW E

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Multiway Spectral Clustering: A Margin-Based Perspective

(2009) Zhihua Zhang et al.   STATISTICAL SCIENCE

Benchmark graphs for testing community detection algorithms

(2008) Andrea Lancichinetti et al.   PHYSICAL REVIEW E