Querying and Mining Uncertain Data Streams

by Aoying Zhou and Cheqing Jin

Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space.This book provides a comprehensive overview of the authors' work on querying and mining uncertain data streams. Its contents include some important...

• Format: Hardcover
• Language: English
• ISBN: 9813108770
• ISBN13: 9789813108776
• Release Date: July 2016
• Publisher: World Scientific Publishing Company
• Length: 164 Pages
• Weight: 0.95 lbs.
• Dimensions: 0.7" x 6.0" x 9.1"