Mehrnoush Mohammadi

Graph Regularized Nonnegative Matrix Factorization for Community Detection in Attributed Networks

Kamal Berahmand, Mehrnoush Mohammadi, Farid Saberi-Movahed et al. · IEEE Transactions on Network Science and Engineering · 2022 · 103 citations

Network Theory (Electrical Engineering), Graph Representation Learning, Engineering +21

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

Kamal Berahmand, Mehrnoush Mohammadi, Azadeh Faroughi et al. · Cluster Computing · 2021 · 91 citations

Community Structure, Novel Method, Network Science +15

WSNMF: Weighted Symmetric Nonnegative Matrix Factorization for attributed graph clustering

Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour et al. · Neurocomputing · 2023 · 66 citations

Graph Sparsity, Engineering, Graph Theory +10

Sparse feature selection using hypergraph Laplacian-based semi-supervised discriminant analysis

Razieh Sheikhpour, Kamal Berahmand, Mehrnoush Mohammadi et al. · Pattern Recognition · 2024 · 62 citations

Engineering, Machine Learning, Data Science +7

Robust semi-supervised multi-label feature selection based on shared subspace and manifold learning

Razieh Sheikhpour, Mehrnoush Mohammadi, Kamal Berahmand et al. · Information Sciences · 2024 · 30 citations

Image Analysis, Machine Learning, Data Science +8