Arias-Castro, Ery; Qiao, Wanli Moving up the cluster tree with the gradient flow. (English) Zbl 07726187 SIAM J. Math. Data Sci. 5, No. 2, 400-421 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{E. Arias-Castro} and \textit{W. Qiao}, SIAM J. Math. Data Sci. 5, No. 2, 400--421 (2023; Zbl 07726187) Full Text: DOI arXiv
Salehi, Mahdi; Bekker, Andriette; Arashi, Mohammad A semi-parametric density estimation with application in clustering. (English) Zbl 07695285 J. Classif. 40, No. 1, 52-78 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{M. Salehi} et al., J. Classif. 40, No. 1, 52--78 (2023; Zbl 07695285) Full Text: DOI
Leibrandt, Richard; Günnemann, Stephan Generalized density attractor clustering for incomplete data. (English) Zbl 1515.62064 Data Min. Knowl. Discov. 37, No. 2, 970-1009 (2023). MSC: 62H30 62D10 62G07 PDFBibTeX XMLCite \textit{R. Leibrandt} and \textit{S. Günnemann}, Data Min. Knowl. Discov. 37, No. 2, 970--1009 (2023; Zbl 1515.62064) Full Text: DOI
Hui, F. K. C.; Nghiem, L. H. Sufficient dimension reduction for clustered data via finite mixture modelling. (English) Zbl 1521.62050 Aust. N. Z. J. Stat. 64, No. 2, 133-157 (2022). MSC: 62G08 62H30 62P12 62-08 PDFBibTeX XMLCite \textit{F. K. C. Hui} and \textit{L. H. Nghiem}, Aust. N. Z. J. Stat. 64, No. 2, 133--157 (2022; Zbl 1521.62050) Full Text: DOI
Casa, Alessandro; Menardi, Giovanna Nonparametric semi-supervised classification with application to signal detection in high energy physics. (English) Zbl 1495.62119 Stat. Methods Appl. 31, No. 3, 531-550 (2022). MSC: 62P35 62G07 62H30 PDFBibTeX XMLCite \textit{A. Casa} and \textit{G. Menardi}, Stat. Methods Appl. 31, No. 3, 531--550 (2022; Zbl 1495.62119) Full Text: DOI arXiv
Coretto, Pietro Estimation and computations for Gaussian mixtures with uniform noise under separation constraints. (English) Zbl 1515.62062 Stat. Methods Appl. 31, No. 2, 427-458 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{P. Coretto}, Stat. Methods Appl. 31, No. 2, 427--458 (2022; Zbl 1515.62062) Full Text: DOI
Kulczycki, Piotr; Franus, Krystian Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification. (English) Zbl 1484.62078 Inf. Sci. 560, 504-527 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{P. Kulczycki} and \textit{K. Franus}, Inf. Sci. 560, 504--527 (2021; Zbl 1484.62078) Full Text: DOI
Ghassabeh, Youness Aliyari; Rudzicz, Frank Modified subspace constrained mean shift algorithm. (English) Zbl 07370650 J. Classif. 38, No. 1, 27-43 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. A. Ghassabeh} and \textit{F. Rudzicz}, J. Classif. 38, No. 1, 27--43 (2021; Zbl 07370650) Full Text: DOI
Hu, Shengwei; Wang, Yong Modal clustering using semiparametric mixtures and mode flattening. (English) Zbl 1461.62019 Stat. Comput. 31, No. 1, Paper No. 5, 18 p. (2021). MSC: 62-08 62G07 62H30 PDFBibTeX XMLCite \textit{S. Hu} and \textit{Y. Wang}, Stat. Comput. 31, No. 1, Paper No. 5, 18 p. (2021; Zbl 1461.62019) Full Text: DOI
Casa, Alessandro; Chacón, José E.; Menardi, Giovanna Modal clustering asymptotics with applications to bandwidth selection. (English) Zbl 1477.62117 Electron. J. Stat. 14, No. 1, 835-856 (2020). MSC: 62G20 62H30 62G07 PDFBibTeX XMLCite \textit{A. Casa} et al., Electron. J. Stat. 14, No. 1, 835--856 (2020; Zbl 1477.62117) Full Text: DOI arXiv Euclid
Demirdjian, Levon; Mojirsheibani, Majid Kernel classification with missing data and the choice of smoothing parameters. (English) Zbl 1432.62179 Stat. Pap. 60, No. 5, 1487-1513 (2019). MSC: 62H30 62D10 PDFBibTeX XMLCite \textit{L. Demirdjian} and \textit{M. Mojirsheibani}, Stat. Pap. 60, No. 5, 1487--1513 (2019; Zbl 1432.62179) Full Text: DOI
Yu, Tao; Li, Pengfei; Qin, Jing Maximum smoothed likelihood component density estimation in mixture models with known mixing proportions. (English) Zbl 1431.62145 Electron. J. Stat. 13, No. 2, 4035-4078 (2019). MSC: 62G07 62G20 62H30 PDFBibTeX XMLCite \textit{T. Yu} et al., Electron. J. Stat. 13, No. 2, 4035--4078 (2019; Zbl 1431.62145) Full Text: DOI arXiv Euclid
Chacón, José E. Mixture model modal clustering. (English) Zbl 1474.62218 Adv. Data Anal. Classif., ADAC 13, No. 2, 379-404 (2019). MSC: 62H30 68T10 91C20 PDFBibTeX XMLCite \textit{J. E. Chacón}, Adv. Data Anal. Classif., ADAC 13, No. 2, 379--404 (2019; Zbl 1474.62218) Full Text: DOI arXiv
Pokotylo, Oleksii; Mosler, Karl Classification with the pot-pot plot. (English) Zbl 1419.62156 Stat. Pap. 60, No. 3, 553-581 (2019). MSC: 62H30 62G07 PDFBibTeX XMLCite \textit{O. Pokotylo} and \textit{K. Mosler}, Stat. Pap. 60, No. 3, 903--931 (2019; Zbl 1419.62156) Full Text: DOI arXiv
Morris, Katherine; Punzo, Antonio; McNicholas, Paul D.; Browne, Ryan P. Asymmetric clusters and outliers: mixtures of multivariate contaminated shifted asymmetric Laplace distributions. (English) Zbl 1507.62136 Comput. Stat. Data Anal. 132, 145-166 (2019). MSC: 62-08 62H30 62F10 62H10 PDFBibTeX XMLCite \textit{K. Morris} et al., Comput. Stat. Data Anal. 132, 145--166 (2019; Zbl 1507.62136) Full Text: DOI arXiv
Hamache, Ali; Boudaren, Mohamed El Yazid; Boukersoul, Houdaifa; Debicha, Islam; Sadouk, Hamza; Zibani, Rezki; Habbouchi, Ahmed; Merouani, Omar Uncertainty-aware Parzen-Rosenblatt classifier for multiattribute data. (English) Zbl 1514.68290 Destercke, Sébastien (ed.) et al., Belief functions: theory and applications. 5th international conference, BELIEF 2018, Compiègne, France, September 17–21, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11069, 103-111 (2018). MSC: 68T37 62H30 PDFBibTeX XMLCite \textit{A. Hamache} et al., Lect. Notes Comput. Sci. 11069, 103--111 (2018; Zbl 1514.68290) Full Text: DOI
Mäkinen, Terhi; Holmström, Lasse Modeling probability density through ultraspherical polynomial transformations. (English) Zbl 1390.62112 Commun. Stat., Simulation Comput. 46, No. 8, 5879-5900 (2017). MSC: 62H30 62F03 65C60 PDFBibTeX XMLCite \textit{T. Mäkinen} and \textit{L. Holmström}, Commun. Stat., Simulation Comput. 46, No. 8, 5879--5900 (2017; Zbl 1390.62112) Full Text: DOI Link
Berrendero, J. R.; Cuevas, A.; Torrecilla, J. L. The mRMR variable selection method: a comparative study for functional data. (English) Zbl 1510.62274 J. Stat. Comput. Simulation 86, No. 5, 891-907 (2016). MSC: 62H30 62H20 62R10 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Stat. Comput. Simulation 86, No. 5, 891--907 (2016; Zbl 1510.62274) Full Text: DOI arXiv Link
Bongiorno, Enea G.; Goia, Aldo Classification methods for Hilbert data based on surrogate density. (English) Zbl 1468.62030 Comput. Stat. Data Anal. 99, 204-222 (2016). MSC: 62-08 62H30 62G07 62H12 62H25 62R10 PDFBibTeX XMLCite \textit{E. G. Bongiorno} and \textit{A. Goia}, Comput. Stat. Data Anal. 99, 204--222 (2016; Zbl 1468.62030) Full Text: DOI arXiv
Kowalski, Piotr A.; Kulczycki, Piotr A complete algorithm for the reduction of pattern data in the classification of interval information. (English) Zbl 1359.62251 Int. J. Comput. Methods 13, No. 3, Article ID 1650018, 26 p. (2016). MSC: 62H30 62G07 PDFBibTeX XMLCite \textit{P. A. Kowalski} and \textit{P. Kulczycki}, Int. J. Comput. Methods 13, No. 3, Article ID 1650018, 26 p. (2016; Zbl 1359.62251) Full Text: DOI
Grillenzoni, Carlo Design of blurring mean-shift algorithms for data classification. (English) Zbl 1349.62267 J. Classif. 33, No. 2, 262-281 (2016). MSC: 62H30 62G05 62G07 68T10 PDFBibTeX XMLCite \textit{C. Grillenzoni}, J. Classif. 33, No. 2, 262--281 (2016; Zbl 1349.62267) Full Text: DOI
Dubossarsky, E.; Friedman, J. H.; Ormerod, J. T.; Wand, M. P. Wavelet-based gradient boosting. (English) Zbl 1342.62104 Stat. Comput. 26, No. 1-2, 93-105 (2016). MSC: 62H30 62G05 62G08 65C60 65T60 PDFBibTeX XMLCite \textit{E. Dubossarsky} et al., Stat. Comput. 26, No. 1--2, 93--105 (2016; Zbl 1342.62104) Full Text: DOI
Kulczycki, Piotr; Kowalski, Piotr Andrzej Bayes classification for nonstationary patterns. (English) Zbl 1359.62253 Int. J. Comput. Methods 12, No. 2, Article ID 1550008, 19 p. (2015). MSC: 62H30 62F15 62P35 PDFBibTeX XMLCite \textit{P. Kulczycki} and \textit{P. A. Kowalski}, Int. J. Comput. Methods 12, No. 2, Article ID 1550008, 19 p. (2015; Zbl 1359.62253) Full Text: DOI
Hino, Hideitsu; Murata, Noboru A nonparametric clustering algorithm with a quantile-based likelihood estimator. (English) Zbl 07068965 Neural Comput. 26, No. 9, 2074-2101 (2014). MSC: 62H30 62H12 68T05 PDFBibTeX XMLCite \textit{H. Hino} and \textit{N. Murata}, Neural Comput. 26, No. 9, 2074--2101 (2014; Zbl 07068965) Full Text: DOI
Ingrassia, Salvatore; Minotti, Simona C.; Punzo, Antonio Model-based clustering via linear cluster-weighted models. (English) Zbl 1471.62095 Comput. Stat. Data Anal. 71, 159-182 (2014). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{S. Ingrassia} et al., Comput. Stat. Data Anal. 71, 159--182 (2014; Zbl 1471.62095) Full Text: DOI arXiv
He, Yu-Lin; Wang, Ran; Kwong, Sam; Wang, Xi-Zhao Bayesian classifiers based on probability density estimation and their applications to simultaneous fault diagnosis. (English) Zbl 1329.62134 Inf. Sci. 259, 252-268 (2014). MSC: 62F15 62G07 62H30 PDFBibTeX XMLCite \textit{Y.-L. He} et al., Inf. Sci. 259, 252--268 (2014; Zbl 1329.62134) Full Text: DOI
Fuki, Igar; Brown, Lawrence; Han, Xu; Zhao, Linda Hunting for significance: Bayesian classifiers under a mixture loss function. (English) Zbl 1306.62140 J. Stat. Plann. Inference 154, 62-71 (2014). MSC: 62H30 62G05 62C10 PDFBibTeX XMLCite \textit{I. Fuki} et al., J. Stat. Plann. Inference 154, 62--71 (2014; Zbl 1306.62140) Full Text: DOI Link
Dang, Xuan Hong; Bailey, James Generating multiple alternative clusterings via globally optimal subspaces. (English) Zbl 1294.68117 Data Min. Knowl. Discov. 28, No. 3, 569-592 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{X. H. Dang} and \textit{J. Bailey}, Data Min. Knowl. Discov. 28, No. 3, 569--592 (2014; Zbl 1294.68117) Full Text: DOI Link
Nazari, Sahar; Jozani, Mohammad Jafari; Kharrati-Kopaei, Mahmood Nonparametric density estimation using partially rank-ordered set samples with application in estimating the distribution of wheat yield. (English) Zbl 1348.62127 Electron. J. Stat. 8, No. 1, 738-761 (2014). MSC: 62G07 62D05 62H30 62P20 PDFBibTeX XMLCite \textit{S. Nazari} et al., Electron. J. Stat. 8, No. 1, 738--761 (2014; Zbl 1348.62127) Full Text: DOI arXiv Euclid
López-Cruz, Pedro L.; Bielza, Concha; Larrañaga, Pedro Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation. (English) Zbl 1390.68544 Int. J. Approx. Reasoning 55, No. 4, 989-1010 (2014). MSC: 68T05 62H12 62H30 65D05 65D07 PDFBibTeX XMLCite \textit{P. L. López-Cruz} et al., Int. J. Approx. Reasoning 55, No. 4, 989--1010 (2014; Zbl 1390.68544) Full Text: DOI
Cai, T.; Tian, L.; Lloyd-Jones, D.; Wei, L. J. Evaluating subject-level incremental values of new markers for risk classification rule. (English) Zbl 1322.62306 Lifetime Data Anal. 19, No. 4, 547-567 (2013). MSC: 62P10 62H30 92C50 PDFBibTeX XMLCite \textit{T. Cai} et al., Lifetime Data Anal. 19, No. 4, 547--567 (2013; Zbl 1322.62306) Full Text: DOI Link
Chacón, José E.; Duong, Tarn Data-driven density derivative estimation, with applications to nonparametric clustering and bump hunting. (English) Zbl 1337.62067 Electron. J. Stat. 7, 499-532 (2013). MSC: 62G07 62G05 62H30 PDFBibTeX XMLCite \textit{J. E. Chacón} and \textit{T. Duong}, Electron. J. Stat. 7, 499--532 (2013; Zbl 1337.62067) Full Text: DOI arXiv Euclid
Kulczycki, Piotr; Charytanowicz, Malgorzata; Kowalski, Piotr A.; Lukasik, Szymon The complete gradient clustering algorithm: properties in practical applications. (English) Zbl 1514.62113 J. Appl. Stat. 39, No. 6, 1211-1224 (2012). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{P. Kulczycki} et al., J. Appl. Stat. 39, No. 6, 1211--1224 (2012; Zbl 1514.62113) Full Text: DOI
Volkovich, Z.; Barzily, Z.; Weber, G.-W.; Toledano-Kitai, D.; Avros, R. Resampling approach for cluster model selection. (English) Zbl 1237.62084 Mach. Learn. 85, No. 1-2, 209-248 (2011). MSC: 62H30 68T05 65C60 PDFBibTeX XMLCite \textit{Z. Volkovich} et al., Mach. Learn. 85, No. 1--2, 209--248 (2011; Zbl 1237.62084) Full Text: DOI
Everitt, Brian; Hothorn, Torsten An introduction to applied multivariate analysis with R. (English) Zbl 1306.62010 Use R!. New York, NY: Springer (ISBN 978-1-4419-9649-7/pbk; 978-1-4419-9650-3/ebook). xiv, 273 p. (2011). Reviewer: Irina Ioana Mohorianu (Norwich) MSC: 62-01 62-04 62Hxx PDFBibTeX XMLCite \textit{B. Everitt} and \textit{T. Hothorn}, An introduction to applied multivariate analysis with R. New York, NY: Springer (2011; Zbl 1306.62010) Full Text: DOI
Kulczycki, Piotr; Charytanowicz, Małgorzata A complete gradient clustering algorithm formed with kernel estimators. (English) Zbl 1300.62043 Int. J. Appl. Math. Comput. Sci. 20, No. 1, 123-134 (2010). MSC: 62H30 65C20 PDFBibTeX XMLCite \textit{P. Kulczycki} and \textit{M. Charytanowicz}, Int. J. Appl. Math. Comput. Sci. 20, No. 1, 123--134 (2010; Zbl 1300.62043) Full Text: DOI
De Brabanter, K.; De Brabanter, J.; Suykens, J. A. K.; De Moor, B. Optimized fixed-size kernel models for large data sets. (English) Zbl 1284.62369 Comput. Stat. Data Anal. 54, No. 6, 1484-1504 (2010). MSC: 62H30 68T05 62B10 PDFBibTeX XMLCite \textit{K. De Brabanter} et al., Comput. Stat. Data Anal. 54, No. 6, 1484--1504 (2010; Zbl 1284.62369) Full Text: DOI
Amato, Umberto; Antoniadis, Anestis; Samarov, Alexander; Tsybakov, Alexandre B. Noisy independent factor analysis model for density estimation and classification. (English) Zbl 1329.62273 Electron. J. Stat. 4, 707-736 (2010). MSC: 62H25 62G07 62H30 PDFBibTeX XMLCite \textit{U. Amato} et al., Electron. J. Stat. 4, 707--736 (2010; Zbl 1329.62273) Full Text: DOI arXiv Euclid
Jin, Hua; Lu, Ying Permutation test for non-inferiority of the linear to the optimal combination of multiple tests. (English) Zbl 1156.62327 Stat. Probab. Lett. 79, No. 5, 664-669 (2009). MSC: 62G10 62P10 65C05 62H30 62N03 PDFBibTeX XMLCite \textit{H. Jin} and \textit{Y. Lu}, Stat. Probab. Lett. 79, No. 5, 664--669 (2009; Zbl 1156.62327) Full Text: DOI Link
Wu, Tiee-Jian; Chen, Ching-Fu; Chen, Huang-Yu A variable bandwidth selector in multivariate kernel density estimation. (English) Zbl 1108.62037 Stat. Probab. Lett. 77, No. 4, 462-467 (2007). MSC: 62G07 62H30 65C60 PDFBibTeX XMLCite \textit{T.-J. Wu} et al., Stat. Probab. Lett. 77, No. 4, 462--467 (2007; Zbl 1108.62037) Full Text: DOI
Jang, Woncheol Nonparametric density estimation and clustering in astronomical sky surveys. (English) Zbl 1432.62377 Comput. Stat. Data Anal. 50, No. 3, 760-774 (2006). MSC: 62P35 62G07 62H12 62G20 PDFBibTeX XMLCite \textit{W. Jang}, Comput. Stat. Data Anal. 50, No. 3, 760--774 (2006; Zbl 1432.62377) Full Text: DOI Link
Di Marzio, Marco; Taylor, Charles C. On boosting kernel density methods for multivariate data: density estimation and classification. (English) Zbl 1084.62030 Stat. Methods Appl. 14, No. 2, 163-178 (2005). MSC: 62G07 62H30 68T05 62H12 65C60 PDFBibTeX XMLCite \textit{M. Di Marzio} and \textit{C. C. Taylor}, Stat. Methods Appl. 14, No. 2, 163--178 (2005; Zbl 1084.62030) Full Text: DOI
Boumaza, Rachid Discriminant analysis with independently repeated multivariate measurements: an \(L^2\) approach. (English) Zbl 1429.62236 Comput. Stat. Data Anal. 47, No. 4, 823-843 (2004). MSC: 62H30 62P99 PDFBibTeX XMLCite \textit{R. Boumaza}, Comput. Stat. Data Anal. 47, No. 4, 823--843 (2004; Zbl 1429.62236) Full Text: DOI
Maiboroda, Rostislav E.; Markovich, Natalia M. Estimation of heavy-tailed probability density function with applications to Web data. (English) Zbl 1065.62059 Comput. Stat. 19, No. 4, 569-592 (2004). Reviewer: N. M. Zinchenko (Kyïv) MSC: 62G07 62H30 62G32 62F10 PDFBibTeX XMLCite \textit{R. E. Maiboroda} and \textit{N. M. Markovich}, Comput. Stat. 19, No. 4, 569--592 (2004; Zbl 1065.62059) Full Text: DOI
Ghosh, Anil K.; Chaudhuri, Probal Optimal smoothing in kernel discriminant analysis. (English) Zbl 1045.62024 Stat. Sin. 14, No. 2, 457-483 (2004). MSC: 62G07 62H30 62G20 PDFBibTeX XMLCite \textit{A. K. Ghosh} and \textit{P. Chaudhuri}, Stat. Sin. 14, No. 2, 457--483 (2004; Zbl 1045.62024)