Co-Clustering for Object by Variable Data Matrices

• Semi-supervised Latent Block Model with pairwise constraints

  2022 Machine Learning article Computer Science Bayesian Methods and Mixture Models Open access

  9

  citations
• Poisson degree corrected dynamic stochastic block model

  2022 Advances in Data Analysis and Classification article Physics and Astronomy Complex Network Analysis Techniques Open access

  9

  citations
• Model-based Poisson co-clustering for Attributed Networks

  2021 IEEE International Conference on Data Mining Workshops (ICDMW) conference-paper Computer Science Advanced Clustering Algorithms Research

  2

  citations
• TensorClus: A python library for tensor (Co)-clustering

  2021 Neurocomputing article Mathematics Tensor decomposition and applications Open access

  7

  citations
• Regularized bi-directional co-clustering

  2021 Statistics and Computing article Computer Science Advanced Clustering Algorithms Research Open access

  21

  citations

5 results

• Two-mode multi-partitioning

  2007 Computational Statistics & Data Analysis article Computer Science Advanced Clustering Algorithms Research

  70

  citations
• Double k-means Clustering for Simultaneous Classification of Objects and Variables

  2001 Studies in classification, data analysis, and knowledge organization book-chapter Computer Science Advanced Clustering Algorithms Research

  67

  citations
• Biclustering Models for Structured Microarray Data

  2005 IEEE Transactions on Computational Biology and Bioinformatics article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification

  64

  citations
• Simultaneous Component and Clustering Models for Three-way Data: Within and Between Approaches

  2007 Journal of Classification article Mathematics Tensor decomposition and applications

  58

  citations
• Two-Mode Overlapping Clustering With Applications to Simultaneous Benefit Segmentation and Market Structuring

  1997 Studies in classification, data analysis, and knowledge organization book-chapter Computer Science Advanced Clustering Algorithms Research

  54

  citations
• A New Algorithm for Two-Mode Clustering

  1996 Studies in classification, data analysis, and knowledge organization book-chapter Computer Science Advanced Clustering Algorithms Research

  48

  citations
• Mutual information, phi-squared and model-based co-clustering for contingency tables

  2016 Advances in Data Analysis and Classification article Computer Science Advanced Clustering Algorithms Research

  42

  citations
• TwoMP: A MATLAB graphical user interface for two-mode partitioning

  2009 Behavior Research Methods article Mathematics Statistical Methods and Applications Open access

  33

  citations
• Directional co-clustering

  2018 Advances in Data Analysis and Classification article Computer Science Bayesian Methods and Mixture Models Open access

  33

  citations
• Simultaneous Clustering: A Survey

  2011 Lecture notes in computer science conference-paper Computer Science Advanced Clustering Algorithms Research

  32

  citations
• Three-mode partitioning

  2006 Computational Statistics & Data Analysis article Mathematics Tensor decomposition and applications

  28

  citations
• Biclustering of Gene Expression Data by an Extension of Mixtures of Factor Analyzers

  2008 The International Journal of Biostatistics article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification

  28

  citations
• Marketing Applications of Sequencing and Partitioning of Nonsymmetric and/or Two-Mode Matrices

  1988 Springer eBooks book-chapter Mathematics Statistical Methods and Applications

  23

  citations
• CLV3W: A clustering around latent variables approach to detect panel disagreement in three-way conventional sensory profiling data

  2015 Food Quality and Preference article Agricultural and Biological Sciences Sensory Analysis and Statistical Methods Open access

  21

  citations
• Co-Clustering

  2013 book Computer Science Bayesian Methods and Mixture Models

  20

  citations
• Two-Way Clustering for Contingency Tables: Maximizing a Dependence Measure

  2003 Studies in classification, data analysis, and knowledge organization book-chapter Computer Science Advanced Clustering Algorithms Research

  15

  citations
• Simultaneous Classification and Multidimensional Scaling with External Information

  2005 Psychometrika article Mathematics Statistical Methods and Applications

  14

  citations
• Maximal Interaction Two-Mode Clustering

  2017 Journal of Classification article Computer Science Advanced Clustering Algorithms Research Open access

  14

  citations
• Convexity-based clustering criteria: theory, algorithms, and applications in statistics

  2004 Statistical Methods & Applications article Computer Science Advanced Clustering Algorithms Research

  13

  citations
• Clustering microarray data using model-based doubleK-means

  2012 Journal of Applied Statistics article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification

  10

  citations