Tri-regularized nonnegative matrix tri-factorization for co-clustering

[1]  David L Donoho,et al.  Compressed sensing , 2006, IEEE Transactions on Information Theory.

[2]  Shiping Wang,et al.  Penalized nonnegative matrix tri-factorization for co-clustering , 2017, Expert Syst. Appl..

[3]  Sushmita Mitra,et al.  Multi-objective evolutionary biclustering of gene expression data , 2006, Pattern Recognit..

[4]  Zenglin Xu,et al.  Auto-weighted multi-view co-clustering with bipartite graphs , 2020, Inf. Sci..

[5]  Patrik O. Hoyer,et al.  Non-negative sparse coding , 2002, Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing.

[6]  Tao Li,et al.  Hierarchical Co-Clustering: A New Way to Organize the Music Data , 2012, IEEE Transactions on Multimedia.

[7]  Huifang Ma,et al.  Orthogonal Nonnegative Matrix Tri-factorization for Semi-supervised Document Co-clustering , 2010, PAKDD.

[8]  Kathryn B. Laskey,et al.  Nonparametric Bayesian Co-clustering Ensembles , 2011, SDM.

[9]  Allen Y. Yang,et al.  Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  Aanchal Mongia,et al.  Deep Latent Factor Model for Collaborative Filtering , 2019, Signal Process..

[11]  David L. Donoho,et al.  De-noising by soft-thresholding , 1995, IEEE Trans. Inf. Theory.

[12]  Chris H. Q. Ding,et al.  Robust nonnegative matrix factorization using L21-norm , 2011, CIKM '11.

[13]  Delbert Dueck,et al.  Clustering by Passing Messages Between Data Points , 2007, Science.

[14]  Feiping Nie,et al.  Nonnegative Matrix Tri-factorization Based High-Order Co-clustering and Its Fast Implementation , 2011, 2011 IEEE 11th International Conference on Data Mining.

[15]  Inderjit S. Dhillon,et al.  Co-clustering documents and words using bipartite spectral graph partitioning , 2001, KDD '01.

[16]  Wei Zeng,et al.  Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data , 2017, 2017 IEEE International Conference on Data Mining (ICDM).

[17]  Feiping Nie,et al.  Learning A Structured Optimal Bipartite Graph for Co-Clustering , 2017, NIPS.

[18]  Franz Pernkopf,et al.  Sparse nonnegative matrix factorization with ℓ0-constraints , 2012, Neurocomputing.

[19]  Lan Tang,et al.  Image denoising via group sparsity residual constraint , 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[20]  Dietrich Lehmann,et al.  Nonsmooth nonnegative matrix factorization (nsNMF) , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[21]  Jun Zhou,et al.  Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[22]  Chris H. Q. Ding,et al.  Orthogonal nonnegative matrix t-factorizations for clustering , 2006, KDD '06.

[23]  Inderjit S. Dhillon,et al.  A generalized maximum entropy approach to bregman co-clustering and matrix approximation , 2004, J. Mach. Learn. Res..

[24]  Ruggero G. Pensa,et al.  Hierarchical co-clustering: off-line and incremental approaches , 2012, Data Mining and Knowledge Discovery.

[25]  Jiawei Han,et al.  Non-negative Matrix Factorization on Manifold , 2008, 2008 Eighth IEEE International Conference on Data Mining.

[26]  Bin Yu,et al.  Co-clustering directed graphs to discover asymmetries and directional communities , 2016, Proceedings of the National Academy of Sciences.

[27]  Shi-Jinn Horng,et al.  Linear discriminant analysis guided by unsupervised ensemble learning , 2019, Inf. Sci..

[28]  Patrik O. Hoyer,et al.  Non-negative Matrix Factorization with Sparseness Constraints , 2004, J. Mach. Learn. Res..

[29]  Yuzhong Qu,et al.  A hierarchical co-clustering approach for entity exploration over Linked Data , 2018, Knowl. Based Syst..

[30]  Fei Wang,et al.  Graph dual regularization non-negative matrix factorization for co-clustering , 2012, Pattern Recognit..

[31]  Farshad Fotouhi,et al.  Co-clustering Documents and Words Using Bipartite Isoperimetric Graph Partitioning , 2006, Sixth International Conference on Data Mining (ICDM'06).

[32]  Chris H. Q. Ding,et al.  Nonnegative Matrix Factorizations for Clustering: A Survey , 2018, Data Clustering: Algorithms and Applications.

[33]  L. Rudin,et al.  Nonlinear total variation based noise removal algorithms , 1992 .

[34]  Lianhai Wang,et al.  Linking Multiple Online Identities in Criminal Investigations: A Spectral Co-Clustering Framework , 2017, IEEE Transactions on Information Forensics and Security.

[35]  Patrick L. Combettes,et al.  Signal Recovery by Proximal Forward-Backward Splitting , 2005, Multiscale Model. Simul..

[36]  Xiaojun Chen,et al.  Subspace Weighting Co-Clustering of Gene Expression Data , 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

[37]  Quanquan Gu,et al.  Co-clustering on manifolds , 2009, KDD.

[38]  Tao Li,et al.  Constraint Co-Projections for Semi-Supervised Co-Clustering , 2016, IEEE Transactions on Cybernetics.

[39]  Xuelong Li,et al.  Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering , 2021, Pattern Recognit..

[40]  He Huang,et al.  Bayesian Co-Clustering Truth Discovery for Mobile Crowd Sensing Systems , 2020, IEEE Transactions on Industrial Informatics.

[41]  L. Hubert,et al.  Comparing partitions , 1985 .

[42]  H. Sebastian Seung,et al.  Learning the parts of objects by non-negative matrix factorization , 1999, Nature.

[43]  Arindam Banerjee,et al.  Bayesian Co-clustering , 2008, 2008 Eighth IEEE International Conference on Data Mining.

[44]  Inderjit S. Dhillon,et al.  Information-theoretic co-clustering , 2003, KDD '03.

[45]  Miles E. Lopes.  Unknown Sparsity in Compressed Sensing: Denoising and Inference , 2015, IEEE Transactions on Information Theory.

[46]  Alessandro Laio,et al.  Clustering by fast search and find of density peaks , 2014, Science.

[47]  Fernando Ortega,et al.  A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model , 2016, Knowl. Based Syst..

[48]  H. Sebastian Seung,et al.  Algorithms for Non-negative Matrix Factorization , 2000, NIPS.

[49]  Wenzhong Guo,et al.  Robust co-clustering via dual local learning and high-order matrix factorization , 2017, Knowl. Based Syst..

[50]  Yevgeniy Vorobeychik,et al.  Data Poisoning Attacks on Factorization-Based Collaborative Filtering , 2016, NIPS.

[51]  Xiaojun Wu,et al.  Graph Regularized Nonnegative Matrix Factorization for Data Representation , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.