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Data Clustering in C++: An Object-Oriented Approach
Paperback
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery, Book 20
Business GeneralDatabasesProbability & Statistics
ISBN13: 9780367382957
Publisher: Crc Pr Inc
Published: Oct 2 2019
Pages: 520
Weight: 1.55
Height: 1.10 Width: 6.10 Depth: 9.10
Language: English
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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