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 8, issue 4, 2014

Clustering of financial time series in risky scenarios pp. 359-376

Fabrizio Durante, Roberta Pappadà and Nicola Torelli

Feature selection for fault level diagnosis of planetary gearboxes pp. 377-401

Zhiliang Liu, Xiaomin Zhao, Ming Zuo and Hongbing Xu

A comparison of five recursive partitioning methods to find person subgroups involved in meaningful treatment–subgroup interactions pp. 403-425

L. Doove, E. Dusseldorp, K. Deun and I. Mechelen

A latent class analysis of the public attitude towards the euro adoption in Poland pp. 427-442

Ewa Genge

Volume 8, issue 3, 2014

Functional data clustering: a survey pp. 231-255

Julien Jacques and Cristian Preda

Spatial functional normal mixed effect approach for curve classification pp. 257-285

Maria Ruiz-Medina, Rosa Espejo and Elvira Romano

Principal differential analysis of the Aneurisk65 data set pp. 287-302

Matilde Dalla Rosa, Laura Sangalli and Simone Vantini

Hilbertian spatial periodically correlated first order autoregressive models pp. 303-319

H. Haghbin, Z. Shishebor and A. Soltani

Simplicial band depth for multivariate functional data pp. 321-338

Sara López-Pintado, Ying Sun, Juan Lin and Marc Genton

New insights on permutation approach for hypothesis testing on functional data pp. 339-356

Livio Corain, Viatcheslav Melas, Andrey Pepelyshev and Luigi Salmaso

Volume 8, issue 2, 2014

A comparison of some criteria for states selection in the latent Markov model for longitudinal data pp. 125-145

Silvia Bacci, Silvia Pandolfi and F. Pennoni

Graphical tools for model-based mixture discriminant analysis pp. 147-165

Luca Scrucca

Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions pp. 167-193

Sanjeena Subedi and Paul McNicholas

Threshold optimization for classification in imbalanced data in a problem of gamma-ray astronomy pp. 195-216

Tobias Voigt, Roland Fried, Michael Backes and Wolfgang Rhode

Estimating common principal components in high dimensions pp. 217-226

Ryan Browne and Paul McNicholas

Volume 8, issue 1, 2014

Robust clustering around regression lines with high density regions pp. 5-26

Andrea Cerioli and Domenico Perrotta

A constrained robust proposal for mixture modeling avoiding spurious solutions pp. 27-43

L. García-Escudero, A. Gordaliza and A. Mayo-Iscar

A LASSO-penalized BIC for mixture model selection pp. 45-61

Sakyajit Bhattacharya and Paul McNicholas

Classification of brain activation via spatial Bayesian variable selection in fMRI regression pp. 63-83

Stefanie Kalus, Philipp Sämann and Ludwig Fahrmeir

Mixtures of biased sentiment analysers pp. 85-103

Michael Salter-Townshend and Thomas Murphy

Latent class CUB models pp. 105-119

Leonardo Grilli, Maria Iannario, Domenico Piccolo and Carla Rampichini

Volume 7, issue 4, 2013

Lagrangian relaxation and pegging test for the clique partitioning problem pp. 363-391

Noriyoshi Sukegawa, Yoshitsugu Yamamoto and Liyuan Zhang

Multinomial logit models with implicit variable selection pp. 393-416

Faisal Zahid and Gerhard Tutz

A class of semi-supervised support vector machines by DC programming pp. 417-433

Liming Yang and Laisheng Wang

Energy-based function to evaluate data stream clustering pp. 435-464

Marcelo Albertini and Rodrigo Mello

Infinite Dirichlet mixture models learning via expectation propagation pp. 465-489

Wentao Fan and Nizar Bouguila

Volume 7, issue 3, 2013

On mixtures of skew normal and skew $$t$$ -distributions pp. 241-266

Sharon Lee and Geoffrey McLachlan

A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models pp. 267-279

Daniel Oberski, Geert Kollenburg and Jeroen Vermunt

Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA pp. 281-300

Anastasios Bellas, Charles Bouveyron, Marie Cottrell and Jérôme Lacaille

Model-based clustering of probability density functions pp. 301-319

Angela Montanari and Daniela Calò

Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions pp. 321-338

Katherine Morris, Paul McNicholas and Luca Scrucca

Clustering student skill set profiles in a unit hypercube using mixtures of multivariate betas pp. 339-357

Nema Dean and Rebecca Nugent

Volume 7, issue 2, 2013

Interpretable clustering using unsupervised binary trees pp. 125-145

Ricardo Fraiman, Badih Ghattas and Marcela Svarc

Fuzzy spectral clustering by PCCA+: application to Markov state models and data classification pp. 147-179

Susanna Röblitz and Marcus Weber

A clustering ensemble framework based on elite selection of weighted clusters pp. 181-208

Hamid Parvin and Behrouz Minaei-Bidgoli

An isotonic trivariate statistical regression method pp. 209-235

Simone Fiori

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 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