Data clustering in C++

Data clustering in C++: an object-oriented approach

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Introduction to data clustering -- The unified modeling language -- Object-oriented programming and C++ -- Design patterns -- C++ libraries and tools -- The clustering library -- Datasets -- Clusters -- Dissimilarity measures -- Clustering algorithms -- Utility classes -- Agglomerative hierarchical algorithms -- DIANA -- The k-means algorithm -- The c-means algorithm -- The k-prototypes algorithm -- The genetic k-modes algorithm -- The FSC algorithm -- The Gaussian mixture algorithm -- A parall…

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Title Statements

  • Full title :Data clustering in C++ : an object-oriented approach / Guojun Gan.

Summary

Introduction to data clustering -- The unified modeling language -- Object-oriented programming and C++ -- Design patterns -- C++ libraries and tools -- The clustering library -- Datasets -- Clusters -- Dissimilarity measures -- Clustering algorithms -- Utility classes -- Agglomerative hierarchical algorithms -- DIANA -- The k-means algorithm -- The c-means algorithm -- The k-prototypes algorithm -- The genetic k-modes algorithm -- The FSC algorithm -- The Gaussian mixture algorithm -- A parallel k-means algorithm.

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Edition Statements

  • Publication Date:2011.

Publication Statements

  • Publisher(s):Chapman and Hall/CRC
  • Place of Publication:Boca Raton, Fla
  • Language:eng
  • Publication Date:2011.

The Physical Object

  • Description:Online-Ressource.

Edition Identifiers

  • ISBN:9781439862230, 1439862230, 9781439862247, 1439862249
  • oclc:ocn826994917
  • LC Classification:QA278
  • Dewey Decimal:005.133

Subjects

C++ (Computer program language) C++ (LANGAGE DE PROGRAMMATION) Cluster analysis -- Data processing

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