most citedNode-Context Network Clustering using PARAFAC Tensor Decomposition

6 citations · 10 across the 3 of their papers we have counts for

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cs.LG2010

On the clustering aspect of nonnegative matrix factorization

Andri Mirzal, Masashi Furukawa

This paper provides a theoretical explanation on the clustering aspect of nonnegative matrix factorization (NMF). We prove that even without imposing orthogonality nor sparsity con…

cs.LG2010★ 4 cited

Eigenvectors for clustering: Unipartite, bipartite, and directed graph cases

Andri Mirzal, Masashi Furukawa

This paper presents a concise tutorial on spectral clustering for broad spectrum graphs which include unipartite (undirected) graph, bipartite graph, and directed graph. We show ho…