EconPapers    
Economics at your fingertips  
 

Advances in Data Analysis and Classification

2008 - 2018

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.
Track citations for all items by RSS feed
Is something missing from the series or not right? See the RePEc data check for the archive and series.


Volume 12, issue 1, 2018

Editorial for Special Issue on Analysis of Asymmetric Relationships pp. 1-4 Downloads
Giuseppe Bove and Akinori Okada
Methods for the analysis of asymmetric pairwise relationships pp. 5-31 Downloads
Giuseppe Bove and Akinori Okada
Skew symmetry in retrospect pp. 33-41 Downloads
John C. Gower
CLUSKEXT: CLUstering model for SKew-symmetric data including EXTernal information pp. 43-64 Downloads
Donatella Vicari
Hierarchical clustering of asymmetric networks pp. 65-105 Downloads
Gunnar Carlsson, Facundo Mémoli, Alejandro Ribeiro and Santiago Segarra
Transitional modeling of experimental longitudinal data with missing values pp. 107-130 Downloads
Mark Rooij
Assessing the asymmetric effects on branch rivalry of Spanish financial sector restructuring pp. 131-153 Downloads
Marti Sagarra, Frank M. T. A. Busing, Cecilio Mar-Molinero and Josep Rialp
Relating brand confusion to ad similarities and brand strengths through image data analysis and classification pp. 155-171 Downloads
Daniel Baier and Sarah Frost

Volume 11, issue 4, 2017

Fuzzy data analysis and classification pp. 645-657 Downloads
Pierpaolo D’Urso and María Ángeles Gil
Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression pp. 659-690 Downloads
Benjamin Quost, Thierry Denœux and Shoumei Li
A fuzzy approach to robust regression clustering pp. 691-710 Downloads
Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero and Agustín Mayo-Iscar
Fuzzy rule based classification systems for big data with MapReduce: granularity analysis pp. 711-730 Downloads
Alberto Fernández, Sara Río, Abdullah Bawakid and Francisco Herrera
Robust scale estimators for fuzzy data pp. 731-758 Downloads
Sara de la Rosa de Sáa, María Asunción Lubiano, Beatriz Sinova and Peter Filzmoser
A novel method for forecasting time series based on fuzzy logic and visibility graph pp. 759-783 Downloads
Rong Zhang, Baabak Ashuri and Yong Deng
On ill-conceived initialization in archetypal analysis pp. 785-808 Downloads
Abdul Suleman

Volume 11, issue 3, 2017

Multivariate and functional classification using depth and distance pp. 445-466 Downloads
Mia Hubert, Peter Rousseeuw and Pieter Segaert
Benchmarking different clustering algorithms on functional data pp. 467-492 Downloads
Christina Yassouridis and Friedrich Leisch
Constrained clustering with a complex cluster structure pp. 493-518 Downloads
Marek Śmieja and Magdalena Wiercioch
A fuzzy neural network based framework to discover user access patterns from web log data pp. 519-546 Downloads
Zahid A. Ansari, Syed Abdul Sattar and A. Vinaya Babu
Dense traffic flow patterns mining in bi-directional road networks using density based trajectory clustering pp. 547-561 Downloads
Vaishali Mirge, Kesari Verma and Shubhrata Gupta
Disjoint factor analysis with cross-loadings pp. 563-591 Downloads
Maurizio Vichi
General location model with factor analyzer covariance matrix structure and its applications pp. 593-609 Downloads
Leila Amiri, Mojtaba Khazaei and Mojtaba Ganjali
Multi-objective retinal vessel localization using flower pollination search algorithm with pattern search pp. 611-627 Downloads
E. Emary, Hossam M. Zawbaa, Aboul Ella Hassanien and B. Parv
A new approach for determining the prior probabilities in the classification problem by Bayesian method pp. 629-643 Downloads
Thao Nguyen-Trang and Tai Vo- Van

Volume 11, issue 2, 2017

Exploratory data analysis for interval compositional data pp. 223-241 Downloads
Karel Hron, Paula Brito and Peter Filzmoser
Model-based regression clustering for high-dimensional data: application to functional data pp. 243-279 Downloads
Emilie Devijver
Mixture models for ordinal responses to account for uncertainty of choice pp. 281-305 Downloads
Gerhard Tutz, Micha Schneider, Maria Iannario and Domenico Piccolo
Logistic biplot for nominal data pp. 307-326 Downloads
Julio César Hernández-Sánchez and José Luis Vicente-Villardón
Principal component analysis for histogram-valued data pp. 327-351 Downloads
J. Le-Rademacher and L. Billard
T3C: improving a decision tree classification algorithm’s interval splits on continuous attributes pp. 353-370 Downloads
Panagiotis Tzirakis and Christos Tjortjis
ADCLUS and INDCLUS: analysis, experimentation, and meta-heuristic algorithm extensions pp. 371-393 Downloads
Stephen L. France, Wen Chen and Yumin Deng
A sequential distance-based approach for imputing missing data: Forward Imputation pp. 395-414 Downloads
Nadia Solaro, Alessandro Barbiero, Giancarlo Manzi and Pier Alda Ferrari
Backtransformation: a new representation of data processing chains with a scalar decision function pp. 415-439 Downloads
Mario Michael Krell and Sirko Straube

Volume 10, issue 4, 2016

Second special issue on “Advances in latent variables: methods, models and applications” pp. 417-421 Downloads
Angela Montanari and Maurizio Vichi
A mixture of generalized hyperbolic factor analyzers pp. 423-440 Downloads
Cristina Tortora, Paul D. McNicholas and Ryan P. Browne
Factor probabilistic distance clustering (FPDC): a new clustering method pp. 441-464 Downloads
Cristina Tortora, Mireille Gettler Summa, Marina Marino and Francesco Palumbo
Human capital estimation in higher education pp. 465-489 Downloads
Pietro Giorgio Lovaglio, Gianmarco Vacca and Stefano Verzillo
Quantile composite-based path modeling pp. 491-520 Downloads
Cristina Davino and Vincenzo Esposito Vinzi
Exponential family mixed membership models for soft clustering of multivariate data pp. 521-540 Downloads
Arthur White and Thomas Brendan Murphy
The determination of uncertainty levels in robust clustering of subjects with longitudinal observations using the Dirichlet process mixture pp. 541-562 Downloads
Reyhaneh Rikhtehgaran and Iraj Kazemi
An effective strategy for initializing the EM algorithm in finite mixture models pp. 563-583 Downloads
Semhar Michael and Volodymyr Melnykov

Volume 10, issue 3, 2016

Pruning boxes in a box-based classification method pp. 285-304 Downloads
Vincenzo Spinelli
Marginal and simultaneous predictive classification using stratified graphical models pp. 305-326 Downloads
Henrik Nyman, Jie Xiong, Johan Pensar and Jukka Corander
Semi-supervised model-based clustering with positive and negative constraints pp. 327-349 Downloads
Volodymyr Melnykov, Igor Melnykov and Semhar Michael
The forward search interactive outlier detection in cointegrated VAR analysis pp. 351-373 Downloads
Tiziano Bellini
Quantile regression with group lasso for classification pp. 375-390 Downloads
Hussein Hashem, Veronica Vinciotti, Rahim Alhamzawi and Keming Yu
Clustering of time series using quantile autocovariances pp. 391-415 Downloads
Borja Lafuente-Rego and José A. Vilar

Volume 10, issue 2, 2016

Special issue on Advances in latent variables: methods, models and applications pp. 133-137 Downloads
Angela Montanari and Maurizio Vichi
Micro–macro multilevel latent class models with multiple discrete individual-level variables pp. 139-154 Downloads
Margot Bennink, Marcel A. Croon, Brigitte Kroon and Jeroen K. Vermunt
Model based clustering for mixed data: clustMD pp. 155-169 Downloads
Damien McParland and Isobel Claire Gormley
Beyond the number of classes: separating substantive from non-substantive dependence in latent class analysis pp. 171-182 Downloads
D. L. Oberski
Latent class model with conditional dependency per modes to cluster categorical data pp. 183-207 Downloads
Matthieu Marbac, Christophe Biernacki and Vincent Vandewalle
Power analysis for the bootstrap likelihood ratio test for the number of classes in latent class models pp. 209-224 Downloads
Fetene B. Tekle, Dereje W. Gudicha and Jeroen K. Vermunt
Varying uncertainty in CUB models pp. 225-244 Downloads
Anna Gottard, Maria Iannario and Domenico Piccolo
Item selection by latent class-based methods: an application to nursing home evaluation pp. 245-262 Downloads
Francesco Bartolucci, Giorgio E. Montanari and Silvia Pandolfi
Dynamic segmentation with growth mixture models pp. 263-279 Downloads
Francesca Bassi

Volume 10, issue 1, 2016

A principal component method to impute missing values for mixed data pp. 5-26 Downloads
Vincent Audigier, François Husson and Julie Josse
Extreme logistic regression pp. 27-52 Downloads
Che Ngufor and Janusz Wojtusiak
A multilevel finite mixture item response model to cluster examinees and schools pp. 53-70 Downloads
Michela Gnaldi, Silvia Bacci and Francesco Bartolucci
A comparison of reliability coefficients for psychometric tests that consist of two parts pp. 71-84 Downloads
Matthijs J. Warrens
Supervised clustering of variables pp. 85-101 Downloads
Mingkun Chen and Evelyne Vigneau
The $$k$$ k -means algorithm for 3D shapes with an application to apparel design pp. 103-132 Downloads
Guillermo Vinué, Amelia Simó and Sandra Alemany
Page updated 2018-04-25