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Gan, Guojun, 1979-
Data clustering in C++ : an object-oriented approach / Guojun Gan
Boca Raton : Chapman & Hall/CRC, c2011
book jacket
Location Call Number Status
 4th Floor  QA278 .G36 2011  v.1    AVAILABLE
 Circ.Desk/Software  QA278 .G36 2011  v.2    AVAILABLE
Subject(s) Cluster analysis -- Data processing
C++ (Computer program language)
Physical Description xxiv, 496 p. : ill. ; 24 cm. + 1 CD-ROM (4 3/4 in)
Note INCLUDES CD-ROM, FILED IN DISK STORAGE AT CIRCULATION DESK
Includes bibliographical references (p. 469-486) and indexes
Contents [v. 1.] Text -- [v. 2.] CD-ROM
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 -- Appendix A: Exercises and projects -- Appendix B: Listings -- Appendix C: Software
Series Chapman & Hall/CRC data mining and knowledge discovery series

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