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

By Guojun Gan

Book 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.

• Format: Paperback
• Language: English
• ISBN: 0367382954
• ISBN13: 9780367382957
• Release Date: September 2019
• Publisher: CRC Press
• Length: 520 Pages
• Weight: 1.55 lbs.
• Dimensions: 1.1" x 6.1" x 9.1"