Robust graph regularization nonnegative matrix factorization for link prediction in attributed networks

A modified DeepWalk method for link prediction in attributed social network

(2021) Kamal Berahmand et al.   COMPUTING

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 novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding

(2021) Elahe Nasiri et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Spectral clustering on protein-protein interaction networks via constructing affinity matrix using attributed graph embedding

(2021) Kamal Berahmand et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

Link prediction techniques, applications, and performance: A survey

(2020) Ajay Kumar et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Feature selection based on regularization of sparsity based regression models by hesitant fuzzy correlation

(2020) Mahla Mokhtia et al.   APPLIED SOFT COMPUTING

Nonnegative matrix factorization for link prediction in directed complex networks using PageRank and asymmetric link clustering information

(2020) Guangfu Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Community detection in node-attributed social networks: A survey

(2020) Petr Chunaev   Computer Science Review

Attributed Collaboration Network Embedding for Academic Relationship Mining

(2020) Wei Wang et al.   ACM Transactions on the Web

Graph regularization weighted nonnegative matrix factorization for link prediction in weighted complex network

(2019) Guangfu Chen et al.   NEUROCOMPUTING

Temporal Link Prediction: A Survey

(2019) Aswathy Divakaran et al.   NEW GENERATION COMPUTING

Robust non-negative matrix factorization for link prediction in complex networks using manifold regularization and sparse learning

(2019) Guangfu Chen et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A node representation learning approach for link prediction in social networks using game theory and K-core decomposition

(2019) Elaheh Nasiri et al.   EUROPEAN PHYSICAL JOURNAL B

DeepLink: A novel link prediction framework based on deep learning

(2019) Mohammad Mehdi Keikha et al.   JOURNAL OF INFORMATION SCIENCE

Link prediction in complex networks based on Significance of Higher-Order Path Index (SHOPI)

(2019) Ajay Kumar et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Supervised feature selection by constituting a basis for the original space of features and matrix factorization

(2019) Farid Saberi-Movahed et al.   International Journal of Machine Learning and Cybernetics

Evaluation and comparison of bioinformatic tools for the enrichment analysis of metabolomics data

(2018) Anna Marco-Ramell et al.   BMC BIOINFORMATICS

A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

(2018) HongYun Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Combining contextual, temporal and topological information for unsupervised link prediction in social networks

(2018) Carlos Pedro Muniz et al.   KNOWLEDGE-BASED SYSTEMS

Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks

(2018) Xiaoke Ma et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Decoding the encoding of functional brain networks: An fMRI classification comparison of non-negative matrix factorization (NMF), independent component analysis (ICA), and sparse coding algorithms

(2017) Jianwen Xie et al.   JOURNAL OF NEUROSCIENCE METHODS

Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability

(2017) Xiaoke Ma et al.   PATTERN RECOGNITION

Link prediction based on non-negative matrix factorization

(2017) Bolun Chen et al.   PLoS One

Characteristic Gene Selection Based on Robust Graph Regularized Non-Negative Matrix Factorization

(2016) Dong Wang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

SVD-phy: improved prediction of protein functional associations through singular value decomposition of phylogenetic profiles

(2015) Andrea Franceschini et al.   BIOINFORMATICS

Friendship prediction and homophily in social media

(2012) Luca Maria Aiello et al.   ACM Transactions on the Web

Link prediction based on local random walk

(2010) Weiping Liu et al.   EPL

Link prediction in complex networks: A survey

(2010) Linyuan Lü et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Missing and spurious interactions and the reconstruction of complex networks

(2009) Roger Guimerà et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA