Items related to Querying and Mining Uncertain Data Streams (East China...

Querying and Mining Uncertain Data Streams (East China Normal University Scientific Reports): 3 - Hardcover

Book 3 of 15: East China Normal University Scientific Reports

JIN, CHEQING; AOYING ZHOU, AOYING

 
9789813108776: Querying and Mining Uncertain Data Streams (East China Normal University Scientific Reports): 3
Hardcover
ISBN 10: 9813108770 ISBN 13: 9789813108776
Publisher: World Scientific Publishing Company, 2016

Synopsis

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 discoveries dealing with typical topics such as top-k query, ER-Topk query, rarity estimation, set similarity, and clustering.

Querying and Mining Uncertain Data Streams is written for professionals, researchers, and graduate students in data mining and its various related fields.

"synopsis" may belong to another edition of this title.

Publisher
World Scientific Publishing Company
Publication date
2016
Language
English
ISBN 10 
9813108770
ISBN 13 
9789813108776
Binding
Hardcover
Number of pages
166