Studies in Classification, Data Analysis, and Knowledge Organization

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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  • ISBN 978-3-642-03739-9
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Softcover $189.00
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About this book

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

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 (53 chapters)

  • Clustering of High-Dimensional and Correlated Data

    McLachlan, Geoffrey J. (et al.)

    Pages 3-11

  • Statistical Methods for Cryptography

    Rizzi, Alfredo

    Pages 13-21

  • An Algorithm for Earthquakes Clustering Based on Maximum Likelihood

    Adelfio, Giada (et al.)

    Pages 25-32

  • A Two-Step Iterative Procedure for Clustering of Binary Sequences

    Palumbo, Francesco (et al.)

    Pages 33-40

  • Clustering Linear Models Using Wasserstein Distance

    Irpino, Antonio (et al.)

    Pages 41-48

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-3-642-03739-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $189.00
price for USA
  • ISBN 978-3-642-03738-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
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
  • 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 and Tables
109 b/w illustrations
Topics