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Data Clustering in C++|Guojun Gan

Data Clustering in C++ : An Object-Oriented Approach

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Overview

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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Details

  • ISBN-13: 9780367382957
  • ISBN-10: 0367382954
  • Publisher: CRC Press
  • Publish Date: October 2019
  • Dimensions: 9.1 x 6.1 x 1.1 inches
  • Shipping Weight: 1.55 pounds
  • Page Count: 520

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