Advances in Data Analysis and Classification

2008 - 2025

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)
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Volume 5, issue 4, 2011

Special Issue on ‘Time series clustering’ pp. 247-249

Hans-Hermann Bock

Panel data analysis: a survey on model-based clustering of time series pp. 251-280

Sylvia Frühwirth-Schnatter

Model-based clustering of time series in group-specific functional subspaces pp. 281-300

Charles Bouveyron and Julien Jacques

Model-based clustering and segmentation of time series with changes in regime pp. 301-321

Allou Samé, Faicel Chamroukhi, Gérard Govaert and Patrice Aknin

A tail dependence-based dissimilarity measure for financial time series clustering pp. 323-340

Giovanni De Luca and Paola Zuccolotto

Frame potential minimization for clustering short time series pp. 341-355

Tobias Springer, Katja Ickstadt and Joachim Stöckler

Volume 5, issue 3, 2011

Editorial pp. 177-178

Hans-Hermann Bock, Wolfgang Gaul, Akinori Okada and Maurizio Vichi

Correcting Jaccard and other similarity indices for chance agreement in cluster analysis pp. 179-200

Ahmed Albatineh and Magdalena Niewiadomska-Bugaj

Linear dimension reduction in classification: adaptive procedure for optimum results pp. 201-213

Karsten Luebke and Claus Weihs

Consensus of partitions: a constructive approach pp. 215-229

Alain Guénoche

Multiple imputation in principal component analysis pp. 231-246

Julie Josse, Jérôme Pagès and François Husson

Volume 5, issue 2, 2011

Special issue on ‘Network Analysis’ Preface by the Guest Editors pp. 77-79

Anuška Ferligoj and Vladimir Batagelj

Network ensemble clustering using latent roles pp. 81-94

Ulrik Brandes, Jürgen Lerner and Uwe Nagel

On the use of external information in social network analysis pp. 95-112

Giuseppe Giordano and Maria Vitale

Web page importance ranking pp. 113-128

Wolfgang Gaul

Fast algorithms for determining (generalized) core groups in social networks pp. 129-145

Vladimir Batagelj and Matjaž Zaveršnik

Assessing and accounting for time heterogeneity in stochastic actor oriented models pp. 147-176

Joshua Lospinoso, Michael Schweinberger, Tom Snijders and Ruth Ripley

Volume 5, issue 1, 2011

Editorial pp. 1-2

Hans-Hermann Bock, Wolfgang Gaul, Akinori Okada and Maurizio Vichi

Robust estimation of efficient mean–variance frontiers pp. 3-22

Luigi Grossi and Fabrizio Laurini

Constrained principal component analysis of standardized data for biplots with unit-length variable vectors pp. 23-36

Kohei Adachi

Detection of multivariate outliers in business survey data with incomplete information pp. 37-56

Valentin Todorov, Matthias Templ and Peter Filzmoser

Generalized GIPSCAL re-revisited: a fast convergent algorithm with acceleration by the minimal polynomial extrapolation pp. 57-75

Sébastien Loisel and Yoshio Takane

Volume 4, issue 4, 2010

Editorial pp. 221-222

Hans-Hermann Bock, Wolfgang Gaul, Akinori Okada and Maurizio Vichi

A general approach to handling missing values in Procrustes analysis pp. 223-237

Casper Albers and John Gower

Robust classification for skewed data pp. 239-254

Mia Hubert and Stephan Van der Veeken

Fuzzy clusterwise quasi-likelihood generalized linear models pp. 255-270

Heungsun Hwang and Marc Tomiuk

Inequalities between multi-rater kappas pp. 271-286

Matthijs Warrens

Detecting atypical observations in financial data: the forward search for elliptical copulas pp. 287-299

Tiziano Bellini

Outlier detection and robust covariance estimation using mathematical programming pp. 301-334

Tri-Dzung Nguyen and Roy Welsch

Volume 4, issue 2, 2010

Special Issue on Robust Methods for Classification and Data Analysis pp. 85-87

Marco Riani, Andrea Cerioli and Peter Rousseeuw

A review of robust clustering methods pp. 89-109

Luis García-Escudero, Alfonso Gordaliza, Carlos Matrán and Agustín Mayo-Iscar

A simulation study to compare robust clustering methods based on mixtures pp. 111-135

Pietro Coretto and Christian Hennig

The k-step spatial sign covariance matrix pp. 137-150

C. Croux, Catherine Dehon and A. Yadine

Robust kernel principal component analysis and classification pp. 151-167

Michiel Debruyne and Tim Verdonck

Optimal robust estimates using the Hellinger distance pp. 169-179

Alfio Marazzi and Victor Yohai

Inference for robust canonical variate analysis pp. 181-197

Stefan Van Aelst and Gert Willems

A review on consistency and robustness properties of support vector machines for heavy-tailed distributions pp. 199-220

Arnout Van Messem and Andreas Christmann

Volume 4, issue 1, 2010

Editorial pp. 1-2

Hans-Hermann Bock

Methods for merging Gaussian mixture components pp. 3-34

Christian Hennig

Regularized fuzzy clusterwise ridge regression pp. 35-51

Hye Suk and Heungsun Hwang

Comparing partitions of two sets of units based on the same variables pp. 53-64

Genane Youness and Gilbert Saporta

Tag SNP selection based on clustering according to dominant sets found using replicator dynamics pp. 65-83

Florian Frommlet

Volume 3, issue 3, 2009

Editorial pp. 185-187

Hans-Hermann Bock

Parsimonious cluster systems pp. 189-204

François Brucker and Alain Gély

Aggregation invariance in general clustering approaches pp. 205-225

François Bavaud

Comparison of three hypothesis testing approaches for the selection of the appropriate number of clusters of variables pp. 227-241

Véronique Cariou, Stéphane Verdun, Emmanuelle Diaz, El Qannari and Evelyne Vigneau

Temporally adaptive estimation of logistic classifiers on data streams pp. 243-261

Christoforos Anagnostopoulos, Dimitris Tasoulis, Niall Adams and David Hand

New robust dynamic plots for regression mixture detection pp. 263-279

Domenico Perrotta, Marco Riani and Francesca Torti

The value of the last digit: statistical fraud detection with digit analysis pp. 281-290

Stephan Dlugosz and Ulrich Müller-Funk

On critical sets of a finite Moore family pp. 291-304

Jean Diatta

Metrics of L p -type and distributional equivalence principle pp. 305-314

Bernard Fichet

Tests of ignoring and eliminating in nonsymmetric correspondence analysis pp. 315-340

Yoshio Takane and Sunho Jung

Volume 3, issue 2, 2009

Editorial pp. 93-94

Hans-Hermann Bock, Wolfgang Gaul, Akinori Okada and Maurizio Vichi

Comparison of alignment free string distances for complete genome phylogeny pp. 95-108

Frédéric Guyon, Céline Brochier-Armanet and Alain Guénoche

Variable selection in model-based clustering using multilocus genotype data pp. 109-134

Wilson Toussile and Elisabeth Gassiat

Trimming algorithms for clustering contaminated grouped data and their robustness pp. 135-167

María Gallegos and Gunter Ritter

On Robinsonian dissimilarities, the consecutive ones property and latent variable models pp. 169-184

Matthijs Warrens

Volume 3, issue 1, 2009

Editorial pp. 1-2

Hans-Hermann Bock

Bayesian unsupervised classification framework based on stochastic partitions of data and a parallel search strategy pp. 3-24

Jukka Corander, Mats Gyllenberg and Timo Koski

Where are the large and difficult datasets? pp. 25-38

Adrien Jamain and David Hand

Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach pp. 39-61

Marc Boullé

An update algorithm for restricted random walk clustering for dynamic data sets pp. 63-92

Markus Franke and Andreas Geyer-Schulz