Community discovery using nonnegative matrix factorization
From MaRDI portal
Publication:408633
DOI10.1007/s10618-010-0181-yzbMath1235.68034OpenAlexW2119571791MaRDI QIDQ408633
Shenghuo Zhu, Tao Li, Xin Wang, Fei Wang, Chris H. Q. Ding
Publication date: 11 April 2012
Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10618-010-0181-y
Learning and adaptive systems in artificial intelligence (68T05) Network design and communication in computer systems (68M10) Deterministic network models in operations research (90B10)
Related Items
Estimating Mixed Memberships With Sharp Eigenvector Deviations, Community detection for weighted networks with unknown number of communities, The (un)supervised NMF methods for discovering overlapping communities as well as hubs and outliers in networks, Dual-channel hybrid community detection in attributed networks, Overlapping communities and the prediction of missing links in multiplex networks, A novel evolutionary clustering via the first-order varying information for dynamic networks, Community detection method based on robust semi-supervised nonnegative matrix factorization, A deep stochastic model for detecting community in complex networks, Modularized tri-factor nonnegative matrix factorization for community detection enhancement, Modularized convex nonnegative matrix factorization for community detection in signed and unsigned networks, Incorporating affiliation preference into overlapping community detection, Differentiated graph regularized non-negative matrix factorization for semi-supervised community detection, New node anomaly detection algorithm based on nonnegative matrix factorization for directed citation networks, A network embedding-enhanced Bayesian model for generalized community detection in complex networks, Lower order information preserved network embedding based on non-negative matrix decomposition, Nonnegative matrix factorization with mixed hypergraph regularization for community detection, Clustering large attributed information networks: an efficient incremental computing approach, Exemplar-based low-rank matrix decomposition for data clustering, Dynamic community detection based on network structural perturbation and topological similarity, Robust graph regularized nonnegative matrix factorization for clustering, SONIC: streaming overlapping community detection, LEARNING OVERLAPPING COMMUNITIES IN COMPLEX NETWORKS VIA NON-NEGATIVE MATRIX FACTORIZATION, A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection, Efficient community detection in heterogeneous social networks, Analysis on a Nonnegative Matrix Factorization and Its Applications, A novel update rule of HALS algorithm for nonnegative matrix factorization and Zangwill's global convergence, SNFM: a semi-supervised NMF algorithm for detecting biological functional modules, Generic Constraint-based Block Modeling using Constraint Programming, Network analysis of terrorist activities, SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering, Detecting Overlapping Communities in Networks Using Spectral Methods, Analysis of multiview legislative networks with structured matrix factorization: does Twitter influence translate to the real world?
Cites Work
- Unnamed Item
- Scan statistics on Enron graphs
- On the equivalence between non-negative matrix factorization and probabilistic latent semantic indexing
- Relaxing the uniformity and independence assumptions using the concept of fractal dimension
- Community structure in social and biological networks
- 10.1162/153244303321897735
- Collective dynamics of ‘small-world’ networks
- Learning the parts of objects by non-negative matrix factorization
- Switching and Learning in Feedback Systems
