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portada Querying and Mining Uncertain Data Streams
Type
Physical Book
Publisher
Author
Language
English
Pages
164
Format
Paperback
Dimensions
22.6x15.2x1.3 cm
Weight
0.29 kg.
ISBN13
9789813108783
Categories

Querying and Mining Uncertain Data Streams

Jin, Cheqing ; Zhou, Aoying (Author) · World Scientific Publishing Company · Paperback

Querying and Mining Uncertain Data Streams - Jin, Cheqing ; Zhou, Aoying

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Synopsis "Querying and Mining Uncertain Data Streams"

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.

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