Fountoulakis, Kimon; Liu, Meng; Gleich, David F.; Mahoney, Michael W. Flow-based algorithms for improving clusters: a unifying framework, software, and performance. (English) Zbl 07669667 SIAM Rev. 65, No. 1, 59-143 (2023). MSC: 68-XX 91D30 91C20 62H30 90C35 PDFBibTeX XMLCite \textit{K. Fountoulakis} et al., SIAM Rev. 65, No. 1, 59--143 (2023; Zbl 07669667) Full Text: DOI arXiv
Chen, Huazhu; Wang, Weiwei; Luo, Shousheng Coupled block diagonal regularization for multi-view subspace clustering. (English) Zbl 1509.68238 Data Min. Knowl. Discov. 36, No. 5, 1787-1814 (2022). MSC: 68T09 62H30 68T05 PDFBibTeX XMLCite \textit{H. Chen} et al., Data Min. Knowl. Discov. 36, No. 5, 1787--1814 (2022; Zbl 1509.68238) Full Text: DOI
de Carvalho, Francisco de A. T.; Irpino, Antonio; Verde, Rosanna; Balzanella, Antonio Batch self-organizing maps for distributional data with an automatic weighting of variables and components. (English) Zbl 07577563 J. Classif. 39, No. 2, 343-375 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{F. de A. T. de Carvalho} et al., J. Classif. 39, No. 2, 343--375 (2022; Zbl 07577563) Full Text: DOI arXiv
Zhang, Wen; Wang, Qiang; Yoshida, Taketoshi; Li, Jian RP-LGMC: rating prediction based on local and global information with matrix clustering. (English) Zbl 1510.68110 Comput. Oper. Res. 129, Article ID 105228, 17 p. (2021). MSC: 68T35 62H30 PDFBibTeX XMLCite \textit{W. Zhang} et al., Comput. Oper. Res. 129, Article ID 105228, 17 p. (2021; Zbl 1510.68110) Full Text: DOI
de A. T. de Carvalho, Francisco; Balzanella, Antonio; Irpino, Antonio; Verde, Rosanna Co-clustering algorithms for distributional data with automated variable weighting. (English) Zbl 1474.62220 Inf. Sci. 549, 87-115 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{F. de A. T. de Carvalho} et al., Inf. Sci. 549, 87--115 (2021; Zbl 1474.62220) Full Text: DOI
Moran, Gemma E.; Ročková, Veronika; George, Edward I. Spike-and-slab Lasso biclustering. (English) Zbl 1498.62122 Ann. Appl. Stat. 15, No. 1, 148-173 (2021). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62F15 62J07 62P10 PDFBibTeX XMLCite \textit{G. E. Moran} et al., Ann. Appl. Stat. 15, No. 1, 148--173 (2021; Zbl 1498.62122) Full Text: DOI
Yuan, Beibei; Heiser, Willem; De Rooij, Mark The \(\delta \)-machine: classification based on distances towards prototypes. (English) Zbl 1436.62296 J. Classif. 36, No. 3, 442-470 (2019). MSC: 62H30 62J07 62R20 68T05 PDFBibTeX XMLCite \textit{B. Yuan} et al., J. Classif. 36, No. 3, 442--470 (2019; Zbl 1436.62296) Full Text: DOI
Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura Quantile-based clustering. (English) Zbl 1434.62121 Electron. J. Stat. 13, No. 2, 4849-4883 (2019). MSC: 62H30 62G08 PDFBibTeX XMLCite \textit{C. Hennig} et al., Electron. J. Stat. 13, No. 2, 4849--4883 (2019; Zbl 1434.62121) Full Text: DOI arXiv Euclid
Fop, Michael; Murphy, Thomas Brendan Variable selection methods for model-based clustering. (English) Zbl 1496.62105 Stat. Surv. 12, 18-65 (2018). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{M. Fop} and \textit{T. B. Murphy}, Stat. Surv. 12, 18--65 (2018; Zbl 1496.62105) Full Text: DOI arXiv Euclid
Galimberti, Giuliano; Manisi, Annamaria; Soffritti, Gabriele Modelling the role of variables in model-based cluster analysis. (English) Zbl 1384.62195 Stat. Comput. 28, No. 1, 145-169 (2018). MSC: 62H30 62J05 PDFBibTeX XMLCite \textit{G. Galimberti} et al., Stat. Comput. 28, No. 1, 145--169 (2018; Zbl 1384.62195) Full Text: DOI Link
Arias-Castro, Ery; Pu, Xiao A simple approach to sparse clustering. (English) Zbl 1466.62020 Comput. Stat. Data Anal. 105, 217-228 (2017). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{E. Arias-Castro} and \textit{X. Pu}, Comput. Stat. Data Anal. 105, 217--228 (2017; Zbl 1466.62020) Full Text: DOI arXiv
Gaynor, Sheila; Bair, Eric Identification of relevant subtypes via preweighted sparse clustering. (English) Zbl 1466.62074 Comput. Stat. Data Anal. 116, 139-154 (2017). MSC: 62-08 62H30 62P10 PDFBibTeX XMLCite \textit{S. Gaynor} and \textit{E. Bair}, Comput. Stat. Data Anal. 116, 139--154 (2017; Zbl 1466.62074) Full Text: DOI arXiv Link
Marbac, Matthieu; Sedki, Mohammed Variable selection for model-based clustering using the integrated complete-data likelihood. (English) Zbl 1384.62199 Stat. Comput. 27, No. 4, 1049-1063 (2017). MSC: 62H30 62F10 PDFBibTeX XMLCite \textit{M. Marbac} and \textit{M. Sedki}, Stat. Comput. 27, No. 4, 1049--1063 (2017; Zbl 1384.62199) Full Text: DOI arXiv
Kampert, Maarten M.; Meulman, Jacqueline J.; Friedman, Jerome H. rCOSA: a software package for clustering objects on subsets of attributes. (English) Zbl 1381.62175 J. Classif. 34, No. 3, 514-547 (2017). MSC: 62H30 62-04 PDFBibTeX XMLCite \textit{M. M. Kampert} et al., J. Classif. 34, No. 3, 514--547 (2017; Zbl 1381.62175) Full Text: DOI arXiv
Banerjee, Trambak; Mukherjee, Gourab; Radchenko, Peter Feature screening in large scale cluster analysis. (English) Zbl 1490.62150 J. Multivariate Anal. 161, 191-212 (2017). MSC: 62H30 62P10 PDFBibTeX XMLCite \textit{T. Banerjee} et al., J. Multivariate Anal. 161, 191--212 (2017; Zbl 1490.62150) Full Text: DOI arXiv
Floriello, Davide; Vitelli, Valeria Sparse clustering of functional data. (English) Zbl 1353.62069 J. Multivariate Anal. 154, 1-18 (2017). MSC: 62H30 62H99 62G05 PDFBibTeX XMLCite \textit{D. Floriello} and \textit{V. Vitelli}, J. Multivariate Anal. 154, 1--18 (2017; Zbl 1353.62069) Full Text: DOI arXiv
Deng, Zhaohong; Choi, Kup-Sze; Jiang, Yizhang; Wang, Jun; Wang, Shitong A survey on soft subspace clustering. (English) Zbl 1398.62161 Inf. Sci. 348, 84-106 (2016). MSC: 62H30 62H86 PDFBibTeX XMLCite \textit{Z. Deng} et al., Inf. Sci. 348, 84--106 (2016; Zbl 1398.62161) Full Text: DOI arXiv
Wang, Jun; Deng, Zhaohong; Choi, Kup-Sze; Jiang, Yizhang; Luo, Xiaoqing; Chung, Fu-Lai; Wang, Shitong Distance metric learning for soft subspace clustering in composite kernel space. (English) Zbl 1394.68317 Pattern Recognition 52, 113-134 (2016). MSC: 68T05 62H30 62H86 PDFBibTeX XMLCite \textit{J. Wang} et al., Pattern Recognition 52, 113--134 (2016; Zbl 1394.68317) Full Text: DOI
Foss, Alex; Markatou, Marianthi; Ray, Bonnie; Heching, Aliza A semiparametric method for clustering mixed data. (English) Zbl 1432.62182 Mach. Learn. 105, No. 3, 419-458 (2016). MSC: 62H30 62P05 62P99 68T05 PDFBibTeX XMLCite \textit{A. Foss} et al., Mach. Learn. 105, No. 3, 419--458 (2016; Zbl 1432.62182) Full Text: DOI
Wang, Yanhong; Fang, Yixin; Wang, Junhui Sparse optimal discriminant clustering. (English) Zbl 1505.62420 Stat. Comput. 26, No. 3, 629-639 (2016). MSC: 62-08 62H30 62H25 PDFBibTeX XMLCite \textit{Y. Wang} et al., Stat. Comput. 26, No. 3, 629--639 (2016; Zbl 1505.62420) Full Text: DOI
Benati, Stefano; García, Sergio A mixed integer linear model for clustering with variable selection. (English) Zbl 1349.62258 Comput. Oper. Res. 43, 280-285 (2014). MSC: 62H30 90C11 PDFBibTeX XMLCite \textit{S. Benati} and \textit{S. García}, Comput. Oper. Res. 43, 280--285 (2014; Zbl 1349.62258) Full Text: DOI
Guerra, Luis; Bielza, Concha; Robles, Víctor; Larrañaga, Pedro Semi-supervised projected model-based clustering. (English) Zbl 1298.68220 Data Min. Knowl. Discov. 28, No. 4, 882-917 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{L. Guerra} et al., Data Min. Knowl. Discov. 28, No. 4, 882--917 (2014; Zbl 1298.68220) Full Text: DOI
Lipovetsky, Stan Finding cluster centers and sizes via multinomial parameterization. (English) Zbl 1329.62284 Appl. Math. Comput. 221, 571-580 (2013). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Lipovetsky}, Appl. Math. Comput. 221, 571--580 (2013; Zbl 1329.62284) Full Text: DOI
Kormaksson, Matthias; Booth, James G.; Figueroa, Maria E.; Melnick, Ari Integrative model-based clustering of microarray methylation and expression data. (English) Zbl 1254.62113 Ann. Appl. Stat. 6, No. 3, 1327-1347 (2012). MSC: 62P10 92C40 62H30 65C60 PDFBibTeX XMLCite \textit{M. Kormaksson} et al., Ann. Appl. Stat. 6, No. 3, 1327--1347 (2012; Zbl 1254.62113) Full Text: DOI arXiv Euclid
Huang, Guan-Hua; Wang, Su-Mei; Hsu, Chung-Chu Optimization-based model fitting for latent class and latent profile analyses. (English) Zbl 1231.62113 Psychometrika 76, No. 4, 584-611 (2011). MSC: 62H30 90C90 62P10 65C60 PDFBibTeX XMLCite \textit{G.-H. Huang} et al., Psychometrika 76, No. 4, 584--611 (2011; Zbl 1231.62113) Full Text: DOI
Bai, Liang; Liang, Jiye; Dang, Chuangyin; Cao, Fuyuan A novel attribute weighting algorithm for clustering high-dimensional categorical data. (English) Zbl 1218.68115 Pattern Recognition 44, No. 12, 2843-2861 (2011). MSC: 68T05 68T10 62H30 PDFBibTeX XMLCite \textit{L. Bai} et al., Pattern Recognition 44, No. 12, 2843--2861 (2011; Zbl 1218.68115) Full Text: DOI
Galimberti, Giuliano; Soffritti, Gabriele Finite mixture models for clustering multilevel data with multiple cluster structures. (English) Zbl 07256825 Stat. Model. 10, No. 3, 265-290 (2010). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Stat. Model. 10, No. 3, 265--290 (2010; Zbl 07256825) Full Text: DOI
Lian, Heng Sparse Bayesian hierarchical modeling of high-dimensional clustering problems. (English) Zbl 1188.62137 J. Multivariate Anal. 101, No. 7, 1728-1737 (2010). MSC: 62F15 62H30 62P10 65C60 65C05 92C50 PDFBibTeX XMLCite \textit{H. Lian}, J. Multivariate Anal. 101, No. 7, 1728--1737 (2010; Zbl 1188.62137) Full Text: DOI arXiv
Shabalin, Andrey A.; Weigman, Victor J.; Perou, Charles M.; Nobel, Andrew B. Finding large average submatrices in high dimensional data. (English) Zbl 1196.62087 Ann. Appl. Stat. 3, No. 3, 985-1012 (2009). MSC: 62H30 62P10 92D10 65C60 PDFBibTeX XMLCite \textit{A. A. Shabalin} et al., Ann. Appl. Stat. 3, No. 3, 985--1012 (2009; Zbl 1196.62087) Full Text: DOI arXiv
Grün, Bettina; Leisch, Friedrich Dealing with label switching in mixture models under genuine multimodality. (English) Zbl 1157.62040 J. Multivariate Anal. 100, No. 5, 851-861 (2009). MSC: 62H30 62F15 65C60 85A35 PDFBibTeX XMLCite \textit{B. Grün} and \textit{F. Leisch}, J. Multivariate Anal. 100, No. 5, 851--861 (2009; Zbl 1157.62040) Full Text: DOI
Tsai, Chieh-Yuan; Chiu, Chuang-Cheng Developing a feature weight self-adjustment mechanism for a K-means clustering algorithm. (English) Zbl 1452.62471 Comput. Stat. Data Anal. 52, No. 10, 4658-4672 (2008). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{C.-Y. Tsai} and \textit{C.-C. Chiu}, Comput. Stat. Data Anal. 52, No. 10, 4658--4672 (2008; Zbl 1452.62471) Full Text: DOI
Xie, Benhuai; Pan, Wei; Shen, Xiaotong Penalized model-based clustering. (English) Zbl 1135.62055 Electron. J. Stat. 2, 168-212 (2008). MSC: 62H30 62P10 PDFBibTeX XMLCite \textit{B. Xie} et al., Electron. J. Stat. 2, 168--212 (2008; Zbl 1135.62055) Full Text: DOI arXiv
Galimberti, Giuliano; Soffritti, Gabriele Model-based methods to identify multiple cluster structures in a data set. (English) Zbl 1452.62442 Comput. Stat. Data Anal. 52, No. 1, 520-536 (2007). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Comput. Stat. Data Anal. 52, No. 1, 520--536 (2007; Zbl 1452.62442) Full Text: DOI
Wiswedel, Bernd; Berthold, Michael R. Fuzzy clustering in parallel universes. (English) Zbl 1124.68101 Int. J. Approx. Reasoning 45, No. 3, 439-454 (2007). MSC: 68T10 62H30 PDFBibTeX XMLCite \textit{B. Wiswedel} and \textit{M. R. Berthold}, Int. J. Approx. Reasoning 45, No. 3, 439--454 (2007; Zbl 1124.68101) Full Text: DOI Link
Cerioli, Andrea; Riani, Marco; Atkinson, Anthony C. Robust classification with categorical variables. (English) Zbl 1437.62013 Rizzi, Alfredo (ed.) et al., COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 – September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 507-519 (2006). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{A. Cerioli} et al., in: COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 -- September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 507--519 (2006; Zbl 1437.62013) Full Text: DOI
Nikulin, V. Threshold-based clustering with merging and regularization in application to network intrusion detection. (English) Zbl 1157.62441 Comput. Stat. Data Anal. 51, No. 2, 1184-1196 (2006). MSC: 62H30 68M99 PDFBibTeX XMLCite \textit{V. Nikulin}, Comput. Stat. Data Anal. 51, No. 2, 1184--1196 (2006; Zbl 1157.62441) Full Text: DOI
Friedman, Jerome H.; Meulman, Jacqueline J. Clustering objects on subsets of attributes. (English) Zbl 1060.62064 J. R. Stat. Soc., Ser. B, Stat. Methodol. 66, No. 4, 815-849 (2004). MSC: 62H30 62P10 92C40 PDFBibTeX XMLCite \textit{J. H. Friedman} and \textit{J. J. Meulman}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 66, No. 4, 815--849 (2004; Zbl 1060.62064) Full Text: DOI