Data Analysis and Classification
Proceedings of the 6th Conference of the Classification and Data Analysis Group of the Società Italiana di Statistica
Editors: Palumbo, Francesco, Lauro, Carlo Natale, Greenacre, Michael (Eds.)
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- About this book
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The volume provides results from the latest methodological developments in data analysis and classification and highlights new emerging subjects within the field. It contains articles about statistical models, classification, cluster analysis, multidimensional scaling, multivariate analysis, latent variables, knowledge extraction from temporal data, financial and economic applications, and missing values. Papers cover both theoretical and empirical aspects.
- Reviews
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From the reviews:
“It covers a wide array of topics, including methods for classification and clustering, statistical models, statistical multivariate methods, data mining, both financial and economic applications, and knowledge extraction from temporal data. … the organization and structure of the remainder of the book is good and logical. … the volume provides a good variety of applications in various fields. Combining theoretical advances with a host of real applications, this volume will be of equally special interest for researchers and practitioners.” (Technometrics, Vol. 53 (3), August, 2011)
- Table of contents (41 chapters)
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Clustering of High-Dimensional and Correlated Data
Pages 3-11
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Statistical Methods for Cryptography
Pages 13-21
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An Algorithm for Earthquakes Clustering Based on Maximum Likelihood
Pages 25-32
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A Two-Step Iterative Procedure for Clustering of Binary Sequences
Pages 33-40
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Clustering Linear Models Using Wasserstein Distance
Pages 41-48
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Table of contents (41 chapters)
- Download Preface 1 PDF (1.4 MB)
- Download Sample pages 1 PDF (1.4 MB)
- Download Table of contents PDF (1.4 MB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Data Analysis and Classification
- Book Subtitle
- Proceedings of the 6th Conference of the Classification and Data Analysis Group of the Società Italiana di Statistica
- Editors
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- Francesco Palumbo
- Carlo Natale Lauro
- Michael Greenacre
- Series Title
- Studies in Classification, Data Analysis, and Knowledge Organization
- Copyright
- 2010
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-642-03739-9
- DOI
- 10.1007/978-3-642-03739-9
- Softcover ISBN
- 978-3-642-03738-2
- Series ISSN
- 1431-8814
- Edition Number
- 1
- Number of Pages
- XXII, 482
- Number of Illustrations
- 109 b/w illustrations
- Topics
