Liu, Dong; Zhao, Changwei; He, Yong; Liu, Lei; Guo, Ying; Zhang, Xinsheng Simultaneous cluster structure learning and estimation of heterogeneous graphs for matrix-variate fMRI data. (English) Zbl 1522.62182 Biometrics 79, No. 3, 2246-2259 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{D. Liu} et al., Biometrics 79, No. 3, 2246--2259 (2023; Zbl 1522.62182) Full Text: DOI arXiv
Bry, Xavier; Niang, Ndèye; Verron, Thomas; Bougeard, Stéphanie Clusterwise elastic-net regression based on a combined information criterion. (English) Zbl 07702473 Adv. Data Anal. Classif., ADAC 17, No. 1, 75-107 (2023). MSC: 62H30 62H25 91C20 PDFBibTeX XMLCite \textit{X. Bry} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 75--107 (2023; Zbl 07702473) Full Text: DOI
Laria, Juan C.; Aguilera-Morillo, M. Carmen; Lillo, Rosa E. Group linear algorithm with sparse principal decomposition: a variable selection and clustering method for generalized linear models. (English) Zbl 07697712 Stat. Pap. 64, No. 1, 227-253 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J. C. Laria} et al., Stat. Pap. 64, No. 1, 227--253 (2023; Zbl 07697712) Full Text: DOI
Hyun, Sangwon; Cape, Mattias Rolf; Ribalet, Francois; Bien, Jacob Modeling cell populations measured by flow cytometry with covariates using sparse mixture of regressions. (English) Zbl 07656980 Ann. Appl. Stat. 17, No. 1, 357-377 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{S. Hyun} et al., Ann. Appl. Stat. 17, No. 1, 357--377 (2023; Zbl 07656980) Full Text: DOI arXiv
Bennett, Stefanos; Cucuringu, Mihai; Reinert, Gesine Lead-lag detection and network clustering for multivariate time series with an application to the us equity market. (English) Zbl 07694470 Mach. Learn. 111, No. 12, 4497-4538 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Bennett} et al., Mach. Learn. 111, No. 12, 4497--4538 (2022; Zbl 07694470) Full Text: DOI arXiv
Nibbering, Didier; Hastie, Trevor J. Multiclass-penalized logistic regression. (English) Zbl 07476345 Comput. Stat. Data Anal. 169, Article ID 107414, 16 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Nibbering} and \textit{T. J. Hastie}, Comput. Stat. Data Anal. 169, Article ID 107414, 16 p. (2022; Zbl 07476345) Full Text: DOI
Rezaei, Mostafa; Cribben, Ivor; Samorani, Michele A clustering-based feature selection method for automatically generated relational attributes. (English) Zbl 1477.62187 Ann. Oper. Res. 303, No. 1-2, 233-263 (2021). MSC: 62J07 62H30 62P20 68T05 PDFBibTeX XMLCite \textit{M. Rezaei} et al., Ann. Oper. Res. 303, No. 1--2, 233--263 (2021; Zbl 1477.62187) Full Text: DOI
Lim, David K.; Rashid, Naim U.; Ibrahim, Joseph G. Model-based feature selection and clustering of RNA-seq data for unsupervised subtype discovery. (English) Zbl 1475.62259 Ann. Appl. Stat. 15, No. 1, 481-508 (2021). MSC: 62P10 62H30 62F07 92D20 PDFBibTeX XMLCite \textit{D. K. Lim} et al., Ann. Appl. Stat. 15, No. 1, 481--508 (2021; Zbl 1475.62259) Full Text: DOI
Ren, Sheng; Kang, Emily L.; Lu, Jason L. MCEN: a method of simultaneous variable selection and clustering for high-dimensional multinomial regression. (English) Zbl 1505.62337 Stat. Comput. 30, No. 2, 291-304 (2020). MSC: 62-08 62J05 62J07 62H30 PDFBibTeX XMLCite \textit{S. Ren} et al., Stat. Comput. 30, No. 2, 291--304 (2020; Zbl 1505.62337) Full Text: DOI
Tang, Lu; Zhou, Ling; Song, Peter X. K. Fusion learning algorithm to combine partially heterogeneous Cox models. (English) Zbl 1417.65057 Comput. Stat. 34, No. 1, 395-414 (2019). MSC: 62-08 62P10 PDFBibTeX XMLCite \textit{L. Tang} et al., Comput. Stat. 34, No. 1, 395--414 (2019; Zbl 1417.65057) Full Text: DOI Link
Choi, Hosik; Song, Eunjung; Hwang, Seung-sik; Lee, Woojoo A modified generalized Lasso algorithm to detect local spatial clusters for count data. (English) Zbl 1421.62092 AStA, Adv. Stat. Anal. 102, No. 4, 537-563 (2018). MSC: 62J07 62H30 62P10 62H11 PDFBibTeX XMLCite \textit{H. Choi} et al., AStA, Adv. Stat. Anal. 102, No. 4, 537--563 (2018; Zbl 1421.62092) Full Text: DOI
Casleton, Emily; Osthus, Dave; van Buren, Kendra Imputation for multisource data with comparison and assessment techniques. (English) Zbl 1411.62362 Appl. Stoch. Models Bus. Ind. 34, No. 1, 44-60 (2018). MSC: 62P30 62H30 PDFBibTeX XMLCite \textit{E. Casleton} et al., Appl. Stoch. Models Bus. Ind. 34, No. 1, 44--60 (2018; Zbl 1411.62362) Full Text: DOI Link
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
Yamamoto, Michio; Hwang, Heungsun Dimension-reduced clustering of functional data via subspace separation. (English) Zbl 1373.62319 J. Classif. 34, No. 2, 294-326 (2017). MSC: 62H30 62H25 65C60 PDFBibTeX XMLCite \textit{M. Yamamoto} and \textit{H. Hwang}, J. Classif. 34, No. 2, 294--326 (2017; Zbl 1373.62319) Full Text: DOI
Ma, Junsheng; Stingo, Francesco C.; Hobbs, Brian P. Bayesian predictive modeling for genomic based personalized treatment selection. (English) Zbl 1419.62403 Biometrics 72, No. 2, 575-583 (2016). MSC: 62P10 62F15 PDFBibTeX XMLCite \textit{J. Ma} et al., Biometrics 72, No. 2, 575--583 (2016; Zbl 1419.62403) Full Text: DOI Link
Marchetti, Yuliya; Zhou, Qing Solution path clustering with adaptive concave penalty. (English) Zbl 1297.62142 Electron. J. Stat. 8, 1569-1603 (2014). MSC: 62H30 62J07 68T05 PDFBibTeX XMLCite \textit{Y. Marchetti} and \textit{Q. Zhou}, Electron. J. Stat. 8, No. 1, 1569--1603 (2014; Zbl 1297.62142) Full Text: DOI arXiv Euclid
Wu, Baolin Sparse cluster analysis of large-scale discrete variables with application to single nucleotide polymorphism data. (English) Zbl 1514.62939 J. Appl. Stat. 40, No. 2, 358-367 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Wu}, J. Appl. Stat. 40, No. 2, 358--367 (2013; Zbl 1514.62939) Full Text: DOI Link
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui Correlated variables in regression: clustering and sparse estimation. (English) Zbl 1278.62103 J. Stat. Plann. Inference 143, No. 11, 1835-1858 (2013). MSC: 62J05 62J07 62H20 62H30 62-08 PDFBibTeX XMLCite \textit{P. Bühlmann} et al., J. Stat. Plann. Inference 143, No. 11, 1835--1858 (2013; Zbl 1278.62103) Full Text: DOI arXiv
Michel, Vincent; Gramfort, Alexandre; Varoquaux, Gaël; Eger, Evelyn; Keribin, Christine; Thirion, Bertrand A supervised clustering approach for fMRI-based inference of brain states. (English) Zbl 1234.92046 Pattern Recognition 45, No. 6, 2041-2049 (2012). MSC: 92C55 92C20 62H30 68T99 PDFBibTeX XMLCite \textit{V. Michel} et al., Pattern Recognition 45, No. 6, 2041--2049 (2012; Zbl 1234.92046) Full Text: DOI arXiv