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978-3-540-35978-4 |
| 003 - CONTROL NUMBER IDENTIFIER |
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DE-He213 |
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20161121231034.0 |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540359784 |
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978-3-540-35978-4 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.1007/3-540-35978-8 |
| Source of number or code |
doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
Z664.2-718.85 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
GL |
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bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
LAN025000 |
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bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
020 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
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| Title |
Data Analysis, Classification and the Forward Search |
| Medium |
[electronic resource] : |
| Remainder of title |
Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Parma, June 6–8, 2005 / |
| Statement of responsibility, etc. |
edited by Sergio Zani, Andrea Cerioli, Marco Riani, Maurizio Vichi. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
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| Place of production, publication, distribution, manufacture |
Berlin, Heidelberg : |
| Name of producer, publisher, distributor, manufacturer |
Springer Berlin Heidelberg, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2006. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
VIII, 426 p. |
| Other physical details |
online resource. |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
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rdacontent |
| 337 ## - MEDIA TYPE |
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computer |
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c |
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rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
cr |
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rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
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| File type |
text file |
| Encoding format |
PDF |
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rda |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Studies in Classification, Data Analysis, and Knowledge Organization, |
| International Standard Serial Number |
1431-8814 |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Clustering and Discrimination -- Genetic Algorithms-based Approaches for Clustering Time Series -- On the Choice of the Kernel Function in Kernel Discriminant Analysis Using Information Complexity -- Growing Clustering Algorithms in Market Segmentation: Defining Target Groups and Related Marketing Communication -- Graphical Representation of Functional Clusters and MDS Configurations -- Estimation of the Structural Mean of a Sample of Curves by Dynamic Time Warping -- Sequential Decisional Discriminant Analysis -- Regularized Sliced Inverse Regression with Applications in Classification -- Multidimensional Data Analysis and Multivariate Statistics -- Approaches to Asymmetric Multidimensional Scaling with External Information -- Variable Architecture Bayesian Neural Networks: Model Selection Based on EMC -- Missing Data in Optimal Scaling -- Simple Component Analysis Based on RV Coefficient -- Baum-Eagon Inequality in Probabilistic Labeling Problems -- Monotone Constrained EM Algorithms for Multinormal Mixture Models -- Visualizing Dependence of Bootstrap Confidence Intervals for Methods Yielding Spatial Configurations -- Automatic Discount Selection for Exponential Family State-Space Models -- A Generalization of the Polychoric Correlation Coefficient -- The Effects of MEP Distributed Random Effects on Variance Component Estimation in Multilevel Models -- Calibration Confidence Regions Using Empirical Likelihood -- Robust Methods and the Forward Search -- Random Start Forward Searches with Envelopes for Detecting Clusters in Multivariate Data -- Robust Transformation of Proportions Using the Forward Search -- The Forward Search Method Applied to Geodetic Transformations -- An R Package for the Forward Analysis of Multivariate Data -- A Forward Search Method for Robust Generalised Procrustes Analysis -- A Projection Method for Robust Estimation and Clustering in Large Data Sets -- Robust Multivariate Calibration -- Data Mining Methods and Software -- Procrustes Techniques for Text Mining -- Building Recommendations from Random Walks on Library OPAC Usage Data -- A Software Tool via Web for the Statistical Data Analysis: R-php -- Evolutionary Algorithms for Classification and Regression Trees -- Variable Selection Using Random Forests -- Boosted Incremental Tree-based Imputation of Missing Data -- Sensitivity of Attributes on the Performance of Attribute-Aware Collaborative Filtering -- Multivariate Methods for Customer Satisfaction and Service Evaluation -- Customer Satisfaction Evaluation: An Approach Based on Simultaneous Diagonalization -- Analyzing Evaluation Data: Modelling and Testing for Homogeneity -- Archetypal Analysis for Data Driven Benchmarking -- Determinants of Secondary School Dropping Out: a Structural Equation Model -- Testing Procedures for Multilevel Models with Administrative Data -- Multidimensional Versus Unidimensional Models for Ability Testing -- Multivariate Methods in Applied Science -- A Spatial Mixed Model for Sectorial Labour Market Data -- The Impact of the New Labour Force Survey on the Employed Classification -- Using CATPCA to Evaluate Market Regulation -- Credit Risk Management Through Robust Generalized Linear Models -- Classification of Financial Returns According to Thresholds Exceedances -- Nonparametric Clustering of Seismic Events -- A Non-Homogeneous Poisson Based Model for Daily Rainfall Data -- A Comparison of Data Mining Methods and Logistic Regression to Determine Factors Associated with Death Following Injury. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This volume contains revised versions of selected papers presented at the biennial meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, which was held in Parma, June 6-8, 2005. Sergio Zani chaired the Scientific Programme Committee and Andrea Cerioli chaired the Local Organizing Committee. The scientific programme of the conference included 127 papers, 42 in spe cialized sessions, 68 in contributed paper sessions and 17 in poster sessions. Moreover, it was possible to recruit five notable and internationally renowned invited speakers (including the 2004-2005 President of the International Fed eration of Classification Societies) for plenary talks on their current research work. Among the specialized sessions, two were organized by Wolfgang Gaul with five talks by members of the GfKl (German Classification Society), and one by Jacqueline J. Meulman (Dutch/Flemish Classification Society). Thus, the conference provided a large number of scientists and experts from home and abroad with an attractive forum for discussion and mutual exchange of knowledge. The topics of all plenary and specialized sessions were chosen to fit, in the broadest possible sense, the mission of CLADAG, the aim of which is "to further methodological, computational and applied research within the fields of Classification, Data Analysis and Multivariate Statistics". A peer-review refereeing process led to the selection of 46 extended papers, which are contained in this book. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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Culture |
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Study and teaching. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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Library science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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Information technology. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Business |
| General subdivision |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Data structures (Computer science). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Mathematical statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Statistics. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Cultural and Media Studies. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Library Science. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Statistical Theory and Methods. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Probability and Statistics in Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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IT in Business. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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Data Structures, Cryptology and Information Theory. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Zani, Sergio. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Cerioli, Andrea. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Riani, Marco. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Vichi, Maurizio. |
| Relator term |
editor. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
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| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
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| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| Relationship information |
Printed edition: |
| International Standard Book Number |
9783540359777 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
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| Uniform title |
Studies in Classification, Data Analysis, and Knowledge Organization, |
| International Standard Serial Number |
1431-8814 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
http://dx.doi.org/10.1007/3-540-35978-8 |
| 912 ## - |
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ZDB-2-SMA |
