New Developments in Classification and Data Analysis
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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
Mignani, Stefania; Vichi, Maurizio; Monari, Paola; Montanari, Angela
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
02/2005
370
Mole
Inglês
9783540238096
15 a 20 dias
1200
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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.
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Access;Multivariate statistics;Time series;calculus;classification;cluster analysis;clustering;data analysis;data mining;linear regression;modeling;multidimensional scaling;performance;principal component analysis;statistics
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
