ISBN-10:
0387096892
ISBN-13:
9780387096896
Pub. Date:
02/11/2009
Publisher:
Springer US
Managing and Mining Uncertain Data / Edition 1

Managing and Mining Uncertain Data / Edition 1

by Charu C. Aggarwal

Hardcover

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Product Details

ISBN-13: 9780387096896
Publisher: Springer US
Publication date: 02/11/2009
Series: Advances in Database Systems , #35
Edition description: 1st Edition
Pages: 494
Product dimensions: 6.30(w) x 9.30(h) x 1.10(d)

Table of Contents

Preface.- Introduction.- Uncertain Data Management: Introduction.- Models for Incomplete and Probabilistic Information.- Probabilistic and Relational Models with Uncertain Data.- ULDB and the Trio System.- Indexing Uncertain Data.- Probabilistic Graphical Models.- Query Evaluation for Uncertain Data.- Clustering Uncertain Data.- Classification of Uncertain Data.- Sketching Probabilistic Data.- Uncertain Spatio-temporal Applications.- Uncertain Representations and Applications in Sensor Networks.- OLAP over Uncertain data.- Index.

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