BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent

Prediction of new associations between ncRNAs and diseases exploiting multi-type hierarchical clustering

(2020) Emanuele Pio Barracchia et al.   BMC BIOINFORMATICS

Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering

(2020) Kun Song et al.   PATTERN RECOGNITION

Noise-free latent block model for high dimensional data

(2018) Charlotte Laclau et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Diverse Non-Negative Matrix Factorization for Multiview Data Representation

(2017) Jing Wang et al.   IEEE Transactions on Cybernetics

Generalization of clustering agreements and distances for overlapping clusters and network communities

(2015) Reihaneh Rabbany et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Non-negative Matrix Tri-Factorization for co-clustering: An analysis of the block matrix

(2015) N. Del Buono et al.   INFORMATION SCIENCES

Two algorithms for orthogonal nonnegative matrix factorization with application to clustering

(2014) Filippo Pompili et al.   NEUROCOMPUTING

Proximal alternating linearized minimization for nonconvex and nonsmooth problems

(2013) Jérôme Bolte et al.   MATHEMATICAL PROGRAMMING

Overlapping community detection in complex networks using symmetric binary matrix factorization

(2013) Zhong-Yuan Zhang et al.   PHYSICAL REVIEW E

FABIA: factor analysis for bicluster acquisition

(2010) Sepp Hochreiter et al.   BIOINFORMATICS

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds

(2010) Jiho Yoo et al.   INFORMATION PROCESSING & MANAGEMENT

Binary matrix factorization for analyzing gene expression data

(2009) Zhong-Yuan Zhang et al.   DATA MINING AND KNOWLEDGE DISCOVERY