Exploiting the Power of Group Differences: Using Patterns to Solve Data Analysis Problems

by Guozhu Dong

Book Overview

This book presents pattern-based problem-solving methods for a variety of machine learning and data analysis problems. The methods are all based on techniques that exploit the power of group differences. They make use of group differences represented using emerging patterns (aka contrast patterns), which are patterns that match significantly different numbers of instances in different data groups. A large number of applications outside of the computing...

• Format: Paperback
• Language: English
• ISBN: 3031007859
• ISBN13: 9783031007859
• Release Date: February 2019
• Publisher: Springer
• Length: 135 Pages
• Weight: 0.59 lbs.
• Dimensions: 0.3" x 7.5" x 9.3"