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New developments in classification and data analysis : proceedings of the meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Bologna, September 22-24, 2003

Auteur : Maurizio Vichi; Classification Group of SIS.; Università di Bologna.; Società italiana di statistica.
Éditeur : Berlin : Springer, 2005.
Collection : Studies in classification, data analysis, and knowledge organization.
Édition/format :   Livre électronique : Document : Publication de conférence : AnglaisVoir toutes les éditions et tous les formats
Base de données :WorldCat
Résumé :
The volume presents new developments in data analysis and classification. Particular attention is devoted to clustering, discrimination, data analysis and statistics, as well as applications in biology, finance and social sciences. The reader will find theory and algorithms on recent technical and methodological developments and many application papers showing the empirical usefulness of the newly developed  Lire la suite...
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Genre/forme : Electronic books
Conference proceedings
Congresses
Format – détails additionnels : Print version:
New developments in classification and data analysis.
Berlin : Springer, 2005
(DLC) 2005920314
(OCoLC)58602486
Type d’ouvrage : Publication de conférence, Document, Ressource Internet
Format : Ressource Internet, Fichier informatique
Tous les auteurs / collaborateurs : Maurizio Vichi; Classification Group of SIS.; Università di Bologna.; Società italiana di statistica.
ISBN : 9783540273738 3540273735 3540238093 9783540238096
Numéro OCLC : 209863818
Notes : Internat. conference proceedings.
Description : 1 online resource (x, 369 pages) : 92 fig., 66 table.
Contenu : Multi-Class Budget Exploratory Trees; Methods to Compare Nonparametric Classifiers and to Select the Predictors; Variable Selection in Cell Classification Problems: A Strategy Based on Independent Component Analysis; Simplifying Classification Trees Through Consensus Methods; Selecting the Training Set in Classification Problems with Rare Events; A Classification and Discrimination Integrated Strategy Conducted on Symbolic Data for Missing Data Treatment in Questionnaire Survey; A Collinearity Based Hierarchical Method to Identify Clusters of Variables.
Titre de collection : Studies in classification, data analysis, and knowledge organization.
Responsabilité : Maurizio Vichi [and others], editors.
Plus d’informations :

Résumé :

Presents developments in data analysis and classification. This book pays attention to clustering, discrimination, data analysis and statistics, as well as applications in biology, finance and social  Lire la suite...

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