Dual-learning Multi-hop Nonnegative Matrix Factorization for community detection

X Bai, B Chen, Z Zhuo - Neural Networks, 2024 - Elsevier
As an important branch of network science, community detection has garnered significant
attention. Among various community detection methods, nonnegative matrix factorization …

Deep and wide nonnegative matrix factorization with embedded regularization

H Moayed, EG Mansoori - Pattern Recognition, 2024 - Elsevier
End-to-end learning is an advanced framework in deep learning. It combines feature
extraction, followed by pattern recognition (classification, clustering, etc.) in a unified …