Granular Computing Based Machine Learning: A Big Data Processing Approach

by Mihaela Cocea and Han Liu

Book Overview

This book explores the significant role of granular computing in advancing machine learning towards in-depth processing of big data. It begins by introducing the main characteristics of big data, i.e., the five Vs-Volume, Velocity, Variety, Veracity and Variability. The book explores granular computing as a response to the fact that learning tasks have become increasingly more complex due to the vast and rapid increase in the size of data, and that...

• Format: Hardcover
• Language: English
• ISBN: 331970057X
• ISBN13: 9783319700571
• Release Date: November 2017
• Publisher: Springer
• Length: 113 Pages
• Weight: 0.80 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"