Studies in Classification, Data Analysis, and Knowledge Organization

Analysis of Large and Complex Data

Editors: Wilhelm, Adalbert F.X., Kestler, Hans A. (Eds.)

  • Offers a snapshot of the state-of-the-art in classification at the interface between statistics, computer science and application fields
  • With contributions from a variety of interdisciplinary fields
  • Showcases the strong role of computational techniques in data analysis and classification
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eBook 107,09 €
price for Spain (gross)
  • ISBN 978-3-319-25226-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-319-25224-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book offers a snapshot of the state-of-the-art in classification at the interface between statistics, computer science and application fields. The contributions span a broad spectrum, from theoretical developments to practical applications; they all share a strong computational component. The topics addressed are from the following fields: Statistics and Data Analysis; Machine Learning and Knowledge Discovery; Data Analysis in Marketing; Data Analysis in Finance and Economics; Data Analysis in Medicine and the Life Sciences; Data Analysis in the Social, Behavioural, and Health Care Sciences; Data Analysis in Interdisciplinary Domains; Classification and Subject Indexing in Library and Information Science.

The book presents selected papers from the Second European Conference on Data Analysis, held at Jacobs University Bremen in July 2014. This conference unites diverse researchers in the pursuit of a common topic, creating truly unique synergies in the process.

Reviews

“Analysis of Large and Complex Data is a useful book for those who are very well read in sophisticated data analysis across variety of disciplines and are looking for a book that captures state-of-the-art scientific papers across a wide cross-section.” (Jonathan P. Wanderer, Anesthesia & Analgesia, Vol. 125 (1), July, 2017)


Table of contents (55 chapters)

  • Latent Variables and Marketing Theory: The Paradigm Shift

    Sagan, Adam

    Pages 3-16

    Preview Buy Chapter 30,19 €
  • Business Intelligence in the Context of Integrated Care Systems (ICS): Experiences from the ICS “Gesundes Kinzigtal” in Germany

    Pimperl, Alexander (et al.)

    Pages 17-30

    Preview Buy Chapter 30,19 €
  • Clustering and a Dissimilarity Measure for Methadone Dosage Time Series

    Lin, Chien-Ju (et al.)

    Pages 31-41

    Preview Buy Chapter 30,19 €
  • Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spanning Paths

    Murtagh, Fionn (et al.)

    Pages 43-52

    Preview Buy Chapter 30,19 €
  • Standard and Novel Model Selection Criteria in the Pairwise Likelihood Estimation of a Mixture Model for Ordinal Data

    Ranalli, Monia (et al.)

    Pages 53-68

    Preview Buy Chapter 30,19 €

Buy this book

eBook 107,09 €
price for Spain (gross)
  • ISBN 978-3-319-25226-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 135,19 €
price for Spain (gross)
  • ISBN 978-3-319-25224-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Analysis of Large and Complex Data
Editors
  • Adalbert F.X. Wilhelm
  • Hans A. Kestler
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-25226-1
DOI
10.1007/978-3-319-25226-1
Softcover ISBN
978-3-319-25224-7
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XXVI, 656
Number of Illustrations and Tables
139 b/w illustrations, 32 illustrations in colour
Topics