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07618nam a22007215i 4500 |
| 001 - CONTROL NUMBER |
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978-3-540-27373-8 |
| 003 - CONTROL NUMBER IDENTIFIER |
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DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20161121230933.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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100301s2005 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540273738 |
| -- |
978-3-540-27373-8 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.1007/b138989 |
| Source of number or code |
doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA276-280 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
PBT |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
K |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
BUS061000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
330.015195 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
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| Title |
New Developments in Classification and Data Analysis |
| 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 Bologna, September 22–24, 2003 / |
| Statement of responsibility, etc. |
edited by H.-H. Bock, W. Gaul, M. Vichi, Ph. Arabie, D. Baier, F. Critchley, R. Decker, E. Diday, M. Greenacre, C. Lauro, J. Meulman, P. Monari, S. Nishisato, N. Ohsumi, O. Opitz, G. Ritter, M. Schader, C. Weihs, Maurizio Vichi, Paola Monari, Stefania Mignani, Angela Montanari. |
| 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 |
2005. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
X, 370 p. 92 illus. |
| 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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| Media type term |
computer |
| Media type code |
c |
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rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
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| File type |
text file |
| Encoding format |
PDF |
| Source |
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 |
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. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. Moreover it was possible to recruit six internationally renowned invited spe- ers for plenary talks on their current research works regarding the core topics of IFCS (the International Federation of Classification Societies) and Wo- gang Gaul and the colleagues of the GfKl organized a session. Thus, the conference provided a large number of scientists and experts from home and abroad with an attractive forum for discussions and mutual exchange of knowledge. The talks in the different sessions focused on methodological developments in supervised and unsupervised classification and in data analysis, also p- viding relevant contributions in the context of applications. This suggested the presentation of the 43 selected papers in three parts as follows: CLASSIFICATION AND CLUSTERING Non parametric classification Clustering and dissimilarities MULTIVARIATE STATISTICS AND DATA ANALYSIS APPLIED MULTIVARIATE STATISTICS Environmental data Microarray data Behavioural and text data Financial data We wish to express our gratitude to the authors whose enthusiastic p- ticipation made the meeting possible. We are very grateful to the reviewers for the time spent in their professional reviewing work. We would also like to extend our thanks to the chairpersons and discussants of the sessions: their comments and suggestions proved very stimulating both for the authors and the audience. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Database management. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Statistics. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Statistics for Business/Economics/Mathematical Finance/Insurance. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Statistics for Life Sciences, Medicine, Health Sciences. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Database Management. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Bock, H.-H. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Gaul, W. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Vichi, M. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Arabie, Ph. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Baier, D. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Critchley, F. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Decker, R. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Diday, E. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Greenacre, M. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Lauro, C. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Meulman, J. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Monari, P. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Nishisato, S. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Ohsumi, N. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Opitz, O. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Ritter, G. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Schader, M. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Weihs, C. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Vichi, Maurizio. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Monari, Paola. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Mignani, Stefania. |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Montanari, Angela. |
| Relator term |
editor. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9783540238096 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Studies in Classification, Data Analysis, and Knowledge Organization, |
| International Standard Serial Number |
1431-8814 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/b138989 |
| 912 ## - |
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| -- |
ZDB-2-SMA |
