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.

This volume contains revised versions of selected papers presented during the biannual meeting of the Classification and Data Analysis Group of SocietA Italiana di Statistica, which was held in Bologna, September 22-24, 2003. The scientific program of the conference included 80 contributed papers. M...

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Andre forfattere: Bock, Hans-Hermann, mathématicien (Directeur de la publication), Arabie, Phipps (Directeur de la publication), Baier, Daniel, 1962- (Directeur de la publication), Critchley, Frank (Directeur de la publication), Diday, Edwin, 1940-...., auteur en informatique (Directeur de la publication), Gaul, Wolfgang (Directeur de la publication), Greenacre, Michael (Directeur de la publication), Lauro, Carlo, 1943- (Directeur de la publication), Meulman, Jacqueline (Directeur de la publication), Nishisato, Shizuhiko, 1935- (Directeur de la publication), Opitz, Otto, 1939- (Directeur de la publication), Ritter, Gunter (Directeur de la publication), Schader, Martin (Directeur de la publication), Vichi, Maurizio (Directeur de la publication), Weihs, Claus (Directeur de la publication)
Format: Livre numérique
Sprog:Anglais
Udgivet: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Udgivelse:1st ed. 2005.
Serier:Studies in Classification, Data Analysis, and Knowledge Organization
Online adgang:Accès sur la plateforme de l'éditeur
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Accès Université d'Orléans
Accès INSA CVL
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Edition sous un autre format:• New developments in classification and data analysis, proceedings, Metting of the classification and data analysis group CLADAG of the Italian Statistical Society ; 22 - 24 September 2003 ; Bologne, IT, 2005, Berlin, Springer, 1 vol. (X-369 p.), Studies in clasification, data analysis, and knowledge organization, 3-540-23809-3
Indholdsfortegnelse:
  • Classification and Clustering 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 On the Dynamic Time Warping for Computing the Dissimilarity Between Curves Metrics in Symbolic Data Analysis Constrained Clusterwise Linear Regression Crossed Clustering Method on Symbolic Data Tables Multivariate Statistics and Data Analysis Some Statistical Applications of Centrosymmetric Matrices Selection of Structural Equation Models with the PLS-VB Programme Web Robot Detection - Preprocessing Web Logfiles for Robot Detection Data Dependent Prior Modeling and Estimation in Contingency Tables: The Order-Restricted RC Model PLS Typological Regression: Algorithmic, Classification and Validation Issues Weighted Metric Multidimensional Scaling An Improved Majorization Algorithm for Robust Procrustes Analysis Generalized Bi-Additive Modelling for Categorical Data Model Selection Procedures in Three-Mode Component Models Principal Component Analysis for Non-Precise Data A New Version of the Structural Dynamic Model with Unique Latent Scores Some Issues About the Use of Experts Nonparametric Methods in Survey Sampling A Different Approach for the Analysis of Web Access Logs Blending Statistics and Graphics in Visual Data Mining Confidence Regions in Multivariate Calibration: A Proposal Applied Multivariate Statistics Nonparametric Analysis of Air Pollution Indices Compositions VAR Models for Spatio-temporal Structures: An Application to Environmental Data Analysis of Spatial Covariance Structure for Environmental Data Bayesian Clustering of Gene Expression Dynamics: An Application A Hierarchical Mixture Model for Gene Expression Data Sequence Analysis of BHPS Life Course Data Robust Multivariate Methods for the Analysis of the University Performance Some Insights into the Evolution of 1990s' Standard Italian Using Text Mining Techniques and Automatic Categorization Evaluating Undergraduate Education Through Multiple Choice Tests A New Approach in Business Travel Survey: Multivariate Techniques for Strata Design Value-Orientations and Partnership An Item Response Theory Model for Student Ability Evaluation Using Computer-Automated Test Results Functional Cluster Analysis of Financial Time Series The Role of the Normal Distribution in Financial Markets Functional Principal Component Analysis of Financial Time Series Elliptically Symmetric Distributions: A Review of Achieved Results and Open Issues