Studies in Classification, Data Analysis, and Knowledge Organization

Algorithms from and for Nature and Life

Classification and Data Analysis

Editors: Lausen, Berthold, Van den Poel, Dirk, Ultsch, Alfred (Eds.)

  • Focus on the interface between Data Analysis, Computer Science, and Operations Research
  • Cutting edge methods and results for many advanced data analysis problems
  • Applications from a wide area of application fields​
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eBook $139.00
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  • ISBN 978-3-319-00035-0
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  • ISBN 978-3-319-00034-3
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About this book

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. In addition to theory-oriented contributions various application areas are included. Moreover, traditional classification research directions concerning network data, graphs, and social relationships as well as statistical musicology describe examples for current interest fields tackled by the authors. The book comprises a total of 55 selected papers presented at the Joint Conference of the German Classification Society (GfKl), the German Association for Pattern Recognition (DAGM), and the Symposium of the International Federation of Classification Societies (IFCS) in 2011.​

Table of contents (55 chapters)

  • Size and Power of Multivariate Outlier Detection Rules

    Cerioli, Andrea (et al.)

    Pages 3-17

  • Clustering and Prediction of Rankings Within a Kemeny Distance Framework

    Heiser, Willem J. (et al.)

    Pages 19-31

  • Solving the Minimum Sum of L1 Distances Clustering Problem by Hyperbolic Smoothing and Partition into Boundary and Gravitational Regions

    Xavier, Adilson Elias (et al.)

    Pages 33-46

  • On the Number of Modes of Finite Mixtures of Elliptical Distributions

    Alexandrovich, Grigory (et al.)

    Pages 49-57

  • Implications of Axiomatic Consensus Properties

    Domenach, Florent (et al.)

    Pages 59-67

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-319-00035-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $179.00
price for USA
  • ISBN 978-3-319-00034-3
  • 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
Algorithms from and for Nature and Life
Book Subtitle
Classification and Data Analysis
Editors
  • Berthold Lausen
  • Dirk Van den Poel
  • Alfred Ultsch
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2013
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-00035-0
DOI
10.1007/978-3-319-00035-0
Softcover ISBN
978-3-319-00034-3
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XX, 547
Number of Illustrations and Tables
111 b/w illustrations
Topics