Guojun Gan

Data Clustering in C++ (eBook, PDF)

An Object-Oriented Approach

• Format: PDF

Produktbeschreibung

Using object-oriented design and programming techniques in C++, this book explores the commonalities of all data clustering algorithms to create a flexible set of reusable classes that simplifies the implementation of any data clustering algorithm. The first part of the text reviews basic concepts of data clustering, the UML, object-oriented programming in C++, and design patterns. The second section develops the data clustering base classes. The third part implements several popular data clustering algorithms. Additional topics such as data pre-processing, data and cluster visualization, and cluster interpretation are briefly covered.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 520
• Erscheinungstermin: 28. März 2011
• Englisch
• ISBN-13: 9781439862247
• Artikelnr.: 38304771

Autorenporträt

Guojun Gan, Manulife Financial, Toronto, Canada