Title Statements
- Full title :Data clustering in C++ : an object-oriented approach / Guojun Gan.
Edition Statements
- Publication Date:©2011.
Publication Statements
- Publisher(s):CRC Press
- Place of Publication:Boca Raton, Fla
- Language:eng
- Publication Date:©2011.
Notes
"A Chapman & Hall book."
CD-ROM contains classes, examples, unit test cases, and GNU configuration files. System requirements: C++ compiler, Boost C++ libraries.
The Physical Object
- Description:xvii, 496 pages : : illustrations ; : 25 cm +
Edition Identifiers
- ISBN:9781439862230, 1439862230
- oclc:ocn668196928
- LC Classification:QA76.9.D343
- Dewey Decimal:519.53
Table of Contents
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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