Studies in Classification, Data Analysis, and Knowledge Organization

Analysis of Large and Complex Data

Herausgeber: 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
Weitere Vorteile

Dieses Buch kaufen

eBook 118,99 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-25226-1
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF, EPUB
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Softcover 160,49 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-25224-7
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Über dieses Buch

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.

Stimmen zum Buch

“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)


Inhaltsverzeichnis (39 Kapitel)

  • Latent Variables and Marketing Theory: The Paradigm Shift

    Sagan, Adam

    Seiten 3-16

  • Business Intelligence in the Context of Integrated Care Systems (ICS): Experiences from the ICS “Gesundes Kinzigtal” in Germany

    Pimperl, Alexander (et al.)

    Seiten 17-30

  • Clustering and a Dissimilarity Measure for Methadone Dosage Time Series

    Lin, Chien-Ju (et al.)

    Seiten 31-41

  • Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spanning Paths

    Murtagh, Fionn (et al.)

    Seiten 43-52

  • Standard and Novel Model Selection model Criteria in the Pairwise Likelihood Estimation of a Mixture Model for Ordinal Data

    Ranalli, Monia (et al.)

    Seiten 53-68

Dieses Buch kaufen

eBook 118,99 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-25226-1
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF, EPUB
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Softcover 160,49 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-25224-7
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
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Bibliografische Information

Bibliographic Information
Buchtitel
Analysis of Large and Complex Data
Herausgeber
  • Adalbert F.X. Wilhelm
  • Hans A. Kestler
Titel der Buchreihe
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2016
Verlag
Springer International Publishing
Copyright Inhaber
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
Buchreihen ISSN
1431-8814
Auflage
1
Seitenzahl
XXVI, 656
Anzahl der Bilder
139 schwarz-weiß Abbildungen, 32 Abbildungen in Farbe
Themen