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Advances in Data Analysis and Classification
2008 - 2013
Edited by H.-H. Bock , W. Gaul , A. Okada and M. Vichi
from Springer
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Volume 7, issue 1 , 2013
Clustering and classification via cluster-weighted factor analyzers pp. 5-40 Sanjeena Subedi , Antonio Punzo , Salvatore Ingrassia and Paul McNicholas Cohen’s weighted kappa with additive weights pp. 41-55 Matthijs Warrens Functional fuzzy clusterwise regression analysis pp. 57-82 Tianyu Tan , Hye Suk , Heungsun Hwang and Jooseop Lim Random walk distances in data clustering and applications pp. 83-108 Sijia Liu , Anastasios Matzavinos and Sunder Sethuraman Regularized logistic discrimination with basis expansions for the early detection of Alzheimer’s disease based on three-dimensional MRI data pp. 109-119 Yuko Araki , Atsushi Kawaguchi and Fumio Yamashita Volume 6, issue 4 , 2012
Special issue on data analysis and classification in marketing—preface by the guest editors pp. 249-251 Daniel Baier and Reinhold Decker Image data analysis and classification in marketing pp. 253-276 Daniel Baier , Ines Daniel , Sarah Frost and Robert Naundorf Non parametric statistical models for on-line text classification pp. 277-288 Paola Cerchiello and Paolo Stefano Giudici A note on consistency improvements of AHP paired comparison data pp. 289-302 Wolfgang Gaul and Dominic Gastes Sensory analysis in the food industry as a tool for marketing decisions pp. 303-321 Maria Iannario , Marica Manisera , Domenico Piccolo and Paola Zuccolotto Banking customer satisfaction evaluation: a three-way factor perspective pp. 323-336 Caterina Liberati and Paolo Mariani Predicting partial customer churn using Markov for discrimination for modeling first purchase sequences pp. 337-353 Vera Miguéis , Dirk Van den Poel , Ana Camanho and João Falcão e Cunha Analyzing consumers’ shopping behavior using RFID data and pattern mining pp. 355-365 Takanobu Nakahara and Katsutoshi Yada Volume 6, issue 3 , 2012
Editorial pp. 161-162 Hans-Hermann Bock , Wolfgang Gaul , Akinori Okada , Maurizio Vichi and Claus Weihs Preliminary estimators for a mixture model of ordinal data pp. 163-184 Maria Iannario Time series classification by class-specific Mahalanobis distance measures pp. 185-200 Zoltán Prekopcsák and Daniel Lemire Wavelet-RKHS-based functional statistical classification pp. 201-217 M. Rincón and M. Ruiz-Medina Clustering of functional data in a low-dimensional subspace pp. 219-247 Michio Yamamoto Volume 6, issue 2 , 2012
Editorial pp. 81-83 Hans-Hermann Bock , Wolfgang Gaul , Akinori Okada , Maurizio Vichi and Claus Weihs Dissimilarity and similarity measures for comparing dendrograms and their applications pp. 85-105 Isabella Morlini and Sergio Zani The influence function of the TCLUST robust clustering procedure pp. 107-130 C. Ruwet , L. García-Escudero , A. Gordaliza and A. Mayo-Iscar Orthogonal rotation in PCAMIX pp. 131-146 Marie Chavent , Vanessa Kuentz-Simonet and Jérôme Saracco Adaptation of interval PCA to symbolic histogram variables pp. 147-159 Sun Makosso-Kallyth and Edwin Diday Volume 6, issue 1 , 2012
Editorial pp. 1-2 Hans-Hermann Bock Editorial pp. 3-4 Maurizio Vichi A latent variables approach for clustering mixed binary and continuous variables within a Gaussian mixture model pp. 5-28 Isabella Morlini Exploring incomplete data using visualization techniques pp. 29-47 Matthias Templ , Andreas Alfons and Peter Filzmoser Analyzing multiset data by the Power STATIS-ACT method pp. 49-65 Jacques Bénasséni and Mohammed Bennani Dosse Cohen’s linearly weighted kappa is a weighted average pp. 67-79 Matthijs Warrens 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
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