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Title Managing and mining uncertain data / edited by Charu C. Aggarwal
Published New York : Springer, ©2009

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Description 1 online resource (xix, 491 pages) : illustrations
Series Advances in database systems ; 35
Advances in database systems ; 35.
Contents An introduction to uncertain data algorithms and applications / Charu C. Aggarwal -- Models for incomplete and probabilistic information / Todd J. Green -- Relational models and algebra for uncertain data / Sumit Sarkar and Debabrata Dey -- Graphical models for uncertain data / Amol Deshpande, Lise Getoor and Prithviraj Sen -- Trio: a system for data, uncertainty, and lineage / Jennifer Widom -- MayBMS: a system for managing large probabilistic databases / Christoph Koch -- Uncertainty in data integration / Anish Das Sarma, Xin Dong and Alon Halevy -- Sketching aggregates over probabilistic streams / Erik Vee -- Probabilistic join queries in uncertain databases / Hans-Peter Kriegel [and others] -- Indexing uncertain data / Sunil Prabhakar, Rahul Shan and Sarvjeet Singh -- Querying uncertain spatiotemporal data / Yufei Tao -- Probabilistic XML / Edward Hung -- On clustering algorithms for uncertain data / Charu C. Aggarwal -- On applications of density transforms for uncertain data mining / Charu C. Aggarwal -- Frequent pattern mining algorithms with uncertain data / Charu C. Aggarwal [and others] -- Probabilistic querying and mining of biological images / Vebjorn Ljosa and Ambuj K. Singh
Summary This collection of surveys presents the most recent models, algorithms and applications in mining uncertain data. Organized to make it more accessible to applications-driven practitioners, it includes case studies based on real-world examples
Bibliography Includes bibliographical references and index
Notes English
Subject Uncertainty (Information theory)
Data mining.
Data Mining
COMPUTERS -- Database Management -- Data Mining.
Informatique.
Data mining
Uncertainty (Information theory)
Data Mining
Datenmodell
Partielle Information
Genre/Form Aufsatzsammlung.
Form Electronic book
Author Aggarwal, Charu C.
ISBN 9780387096902
0387096906
1441935177
9781441935175