Spectral and matrix factorization methods for consistent community detection in multi-layer networks

Keyphrases

• Spectral Factorization 100%
• Matrix Factorization 100%
• Factorization Method 100%
• Spectral Clustering 100%
• Community Detection 100%
• Multilayer Networks 100%
• Intermediate Fusion 75%
• Fusion Method 50%
• Community Structure 50%
• Adjacency Matrix 50%
• Fusion Technique 50%
• Heterophil 25%
• Global Minimizer 25%
• Column Rank 25%
• Theoretical Properties 25%
• Asymptotic Results 25%
• Matrix Rank 25%
• Node number 25%
• Multiple Layers 25%
• Combined Information 25%
• Stochastic Block Model 25%
• Statistical Guarantees 25%
• Sparse Networks 25%
• Number of Communities 25%
• Consistency Properties 25%
• Spectrum Kernel 25%
• Late Fusion 25%
• Multilayer Graph 25%
• Low-rank Matrix Factorization 25%
• Module Allegiance 25%

Computer Science

• Matrix Factorization 100%
• Network Layer 100%
• Spectral Clustering 100%
• Community Detection 100%
• Objective Function 75%
• Fusion Technique 50%
• Adjacency Matrix 50%
• Asymptotic Result 25%
• Consistency Property 25%

Mathematics

• Matrix (Mathematics) 100%
• Community Detection 100%
• Factorization Method 100%
• Objective Function 60%
• Clustering 60%
• Adjacency Matrix 40%
• Stochastics 20%
• Asymptotics 20%
• Column Rank 20%
• Numerical Analysis 20%
• Factorization 20%
• Multiple Layer 20%