Studies in Classification, Data Analysis, and Knowledge Organization

Classification and Data Mining

Editors: Giusti, Antonio, Ritter, Gunter, Vichi, Maurizio (Eds.)

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About this book

​​​​​​​​​This volume contains both methodological papers showing new original methods, and papers on applications illustrating how new domain-specific knowledge can be made available from data by clever use of data analysis methods. The volume is subdivided in three parts: Classification and Data Analysis; Data Mining; and Applications. The selection of peer reviewed papers had been presented at a meeting of classification societies held in Florence, Italy, in the area of "Classification and Data Mining".​

Table of contents (33 chapters)

  • Robust Random Effects Models: A Diagnostic Approach Based on the Forward Search

    Bertaccini, Bruno (et al.)

    Pages 3-10

  • Joint Correspondence Analysis Versus Multiple Correspondence Analysis: A Solution to an Undetected Problem

    Camiz, Sergio (et al.)

    Pages 11-18

  • Inference on the CUB Model: An MCMC Approach

    Deldossi, Laura (et al.)

    Pages 19-26

  • Robustness Versus Consistency in Ill-Posed Classification and Regression Problems

    Hable, Robert (et al.)

    Pages 27-35

  • Issues on Clustering and Data Gridding

    Heikkonen, Jukka (et al.)

    Pages 37-44

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-28894-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA
valid through November 5, 2017
  • ISBN 978-3-642-28893-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Classification and Data Mining
Editors
  • Antonio Giusti
  • Gunter Ritter
  • Maurizio Vichi
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-28894-4
DOI
10.1007/978-3-642-28894-4
Softcover ISBN
978-3-642-28893-7
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XIV, 286
Number of Illustrations and Tables
36 b/w illustrations, 49 illustrations in colour
Topics