

Advances in Data Analysis and Classification
2008  2020
Current editor(s): H.H. Bock, W. Gaul, A. Okada, M. Vichi and C. Weihs From: Springer German Classification Society  Gesellschaft für Klassifikation (GfKl) Japanese Classification Society (JCS) Classification and Data Analysis Group of the Italian Statistical Society (CLADAG) International Federation of Classification Societies (IFCS) Bibliographic data for series maintained by Sonal Shukla (). Access Statistics for this journal.
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2020, volume 14, issue 1
 Count regression trees pp. 527
 NanTing Liu, FengChang Lin and YuShan Shih
 Learning a metric when clustering data points in the presence of constraints pp. 2956
 Ahmad Ali Abin, Mohammad Ali Bashiri and Hamid Beigy
 Clustering genomic words in human DNA using peaks and trends of distributions pp. 5776
 Ana Helena Tavares, Jakob Raymaekers, Peter Rousseeuw, Paula Brito and Vera Afreixo
 Data clustering based on principal curves pp. 7796
 Elson Claudio Correa Moraes, Danton Diego Ferreira, Giovani Bernardes Vitor and Bruno Henrique Groenner Barbosa
 Ensemble of optimal trees, random forest and random projection ensemble classification pp. 97116
 Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler and Berthold Lausen
 A fragmentedperiodogram approach for clustering big data time series pp. 117146
 Jorge Caiado, Nuno Crato and Pilar Poncela
 How well do SEM algorithms imitate EM algorithms? A nonasymptotic analysis for mixture models pp. 147173
 Johannes Blömer, Sascha Brauer, Kathrin Bujna and Daniel Kuntze
 Optimal arrangements of hyperplanes for SVMbased multiclass classification pp. 175199
 Víctor Blanco, Alberto Japón and Justo Puerto
 Classification using sequential order statistics pp. 201230
 Alexander Katzur and Udo Kamps
2019, volume 13, issue 4
 Orthogonal nonnegative matrix trifactorization based on Tweedie distributions pp. 825853
 Hiroyasu Abe and Hiroshi Yadohisa
 Discriminant analysis for discrete variables derived from a treestructured graphical model pp. 855876
 Gonzalo Perez delaCruz and Guillermina EslavaGomez
 Supervised learning via smoothed Polya trees pp. 877904
 William Cipolli and Timothy Hanson
 Robust and sparse kmeans clustering for highdimensional data pp. 905932
 Šárka Brodinová, Peter Filzmoser, Thomas Ortner, Christian Breiteneder and Maia Rohm
 Exploration of the variability of variable selection based on distances between bootstrap sample results pp. 933963
 Christian Hennig and Willi Sauerbrei
 A classification tree approach for the modeling of competing risks in discrete time pp. 965990
 Moritz Berger, Thomas Welchowski, Steffen SchmitzValckenberg and Matthias Schmid
 Convex clustering for binary data pp. 9911018
 Hosik Choi and Seokho Lee
 Bayesian shrinkage in mixtureofexperts models: identifying robust determinants of class membership pp. 10191051
 Gregor Zens
 Finite mixtureofgamma distributions: estimation, inference, and modelbased clustering pp. 10531082
 Derek S. Young, Xi Chen, Dilrukshi C. Hewage and Ricardo NiloPoyanco
 A Kendall correlation coefficient between functional data pp. 10831103
 Dalia Valencia, Rosa E. Lillo and Juan Romo
2019, volume 13, issue 3
 Directional coclustering pp. 591620
 Aghiles Salah and Mohamed Nadif
 Investigating consumers’ storechoice behavior via hierarchical variable selection pp. 621639
 Toshiki Sato, Yuichi Takano and Takanobu Nakahara
 Subspace clustering for the finite mixture of generalized hyperbolic distributions pp. 641661
 NamHwui Kim and Ryan Browne
 On support vector machines under a multiplecost scenario pp. 663682
 Sandra BenítezPeña, Rafael Blanquero, Emilio Carrizosa and Pepa RamírezCobo
 Regression trees for detecting preference patterns from rank data pp. 683702
 YuShan Shih and KuangHsun Liu
 Generalised linear model trees with global additive effects pp. 703725
 Heidi Seibold, Torsten Hothorn and Achim Zeileis
 Greedy Gaussian segmentation of multivariate time series pp. 727751
 David Hallac, Peter Nystrup and Stephen Boyd
 A twostage sparse logistic regression for optimal gene selection in highdimensional microarray data classification pp. 753771
 Zakariya Yahya Algamal and Muhammad Hisyam Lee
 Variable selection in discriminant analysis for mixed continuousbinary variables and several groups pp. 773795
 Alban Mbina Mbina, Guy Martial Nkiet and Fulgence Eyi Obiang
 Bayesian nonstationary Gaussian process models via treed process convolutions pp. 797818
 Waley W. J. Liang and Herbert K. H. Lee
2019, volume 13, issue 2
 Linear components of quadratic classifiers pp. 347377
 José R. Berrendero and Javier Cárcamo
 Mixture model modal clustering pp. 379404
 José E. Chacón
 A method for selecting the relevant dimensions for highdimensional classification in singular vector spaces pp. 405426
 Dawit G. Tadesse and Mark Carpenter
 Weighted distancebased trees for ranking data pp. 427444
 Antonella Plaia and Mariangela Sciandra
 Mixtures of restricted skewt factor analyzers with common factor loadings pp. 445480
 WanLun Wang, Luis M. Castro, YenTing Chang and TsungI Lin
 Properties of Bangdiwala’s B pp. 481493
 Matthijs J. Warrens and Alexandra Raadt
 Comparisons among several methods for handling missing data in principal component analysis (PCA) pp. 495518
 Sébastien Loisel and Yoshio Takane
 A bivariate index vector for measuring departure from double symmetry in square contingency tables pp. 519529
 Shuji Ando, Kouji Tahata and Sadao Tomizawa
 New distance measures for classifying Xray astronomy data into stellar classes pp. 531557
 Amparo Baíllo, Javier Cárcamo and Konstantin Getman
 Modelbased approach for household clustering with mixed scale variables pp. 559583
 Christian Carmona, Luis NietoBarajas and Antonio Canale
2019, volume 13, issue 1
 Special issue on “Advances on modelbased clustering and classification” pp. 15
 Sylvia FrühwirthSchnatter, Salvatore Ingrassia and Agustín MayoIscar
 Unifying data units and models in (co)clustering pp. 731
 Christophe Biernacki and Alexandre Lourme
 From here to infinity: sparse finite versus Dirichlet process mixtures in modelbased clustering pp. 3364
 Sylvia FrühwirthSchnatter and Gertraud MalsinerWalli
 Clustering via finite nonparametric ICA mixture models pp. 6587
 Xiaotian Zhu and David R. Hunter
 Finite mixture of regression models for censored data based on scale mixtures of normal distributions pp. 89116
 Camila Borelli Zeller, Celso Rômulo Barbosa Cabral, Víctor Hugo Lachos and Luis Benites
 Finite mixture biclustering of discrete type multivariate data pp. 117143
 Daniel Fernández, Richard Arnold, Shirley Pledger, Ivy Liu and Roy Costilla
 Finite mixtures, projection pursuit and tensor rank: a triangulation pp. 145173
 Nicola Loperfido
 Clustering spacetime series: FSTAR as a flexible STAR approach pp. 175199
 Edoardo Otranto and Massimo Mucciardi
 Robust clustering for functional data based on trimming and constraints pp. 201225
 Diego RiveraGarcía, Luis A. GarcíaEscudero, Agustín MayoIscar and Joaquín Ortega
 Assessing trimming methodologies for clustering linear regression data pp. 227257
 Francesca Torti, Domenico Perrotta, Marco Riani and Andrea Cerioli
 Variable selection in modelbased clustering and discriminant analysis with a regularization approach pp. 259278
 Gilles Celeux, Cathy MaugisRabusseau and Mohammed Sedki
 Random effects clustering in multilevel modeling: choosing a proper partition pp. 279301
 Claudio Conversano, Massimo Cannas, Francesco Mola and Emiliano Sironi
 sARI: a soft agreement measure for class partitions incorporating assignment probabilities pp. 303323
 Abby Flynt, Nema Dean and Rebecca Nugent
 Studying crime trends in the USA over the years 2000–2012 pp. 325341
 Volodymyr Melnykov and Xuwen Zhu

On this page 2020, volume 14

Issue 1
 2019, volume 13

Issue 4
Issue 3 Issue 2 Issue 1
Other years 2018, volume 12
2017, volume 11
2016, volume 10
2015, volume 9
2014, volume 8
2013, volume 7
2012, volume 6
2011, volume 5
2010, volume 4
2009, volume 3
2008, volume 2
Undated

On this page 2020, volume 14

Issue 1
 2019, volume 13

Issue 4
Issue 3 Issue 2 Issue 1
Other years 2018, volume 12
2017, volume 11
2016, volume 10
2015, volume 9
2014, volume 8
2013, volume 7
2012, volume 6
2011, volume 5
2010, volume 4
2009, volume 3
2008, volume 2
Undated

