Data science

Data science: innovative developments in data analysis and clustering

by Montanari, Angela Palumbo, Francesco Vichi, Maurizio

Type Book
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This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various applications. The book gathers a selection of peer-reviewed contributions presented at the Fifteenth Conference of the International Federation of Classification Societies (IFCS2015), which was hoste…

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Title Statements

  • Full title :Data science : innovative developments in data analysis and clustering / Francesco Palumbo, Angela Montanari, Maurizio Vichi, editors.

Summary

This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various applications. The book gathers a selection of peer-reviewed contributions presented at the Fifteenth Conference of the International Federation of Classification Societies (IFCS2015), which was hosted by the Alma Mater Studiorum, University of Bologna, from July 5 to 8, 2015.

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Edition Statements

  • Publication Date:©2017

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:Cham
  • Language:eng
  • Publication Date:©2017

The Physical Object

  • Description:xvi, 342 pages ; : 24 cm

Edition Identifiers

  • ISBN:9783319557229, 331955722X
  • oclc:ocn995062150
  • LC Classification:QA276.A1
  • Dewey Decimal:005.74

Table of Contents

Preface -- Part I: Classification Methods for High-Dimensional Data -- Scientific Contributions -- Part II: Clustering Methods and Applications -- Scientific Contributions -- Part III: Multivariate Methods and Applications -- Scientific Contributions.

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Subjects

Conference papers and proceedings Electronic Data Processing Electronic data processing -- Congresses Mathematical statistics Mathematical statistics -- Congresses

Writers

Montanari, Angela Palumbo, Francesco Vichi, Maurizio

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