Coverart for item
The Resource Managing and mining uncertain data, edited by Charu C. Aggarwal

Managing and mining uncertain data, edited by Charu C. Aggarwal

Label
Managing and mining uncertain data
Title
Managing and mining uncertain data
Statement of responsibility
edited by Charu C. Aggarwal
Contributor
Subject
Genre
Language
eng
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
Member of
Cataloging source
GW5XE
Dewey number
006.312
Illustrations
illustrations
Index
index present
Language note
English
LC call number
QA76.9.D343
LC item number
M36 2009
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Aggarwal, Charu C
Series statement
Advances in database systems
Series volume
35
http://library.link/vocab/subjectName
  • Uncertainty (Information theory)
  • Data mining
  • COMPUTERS
  • Informatique
  • Data mining
  • Uncertainty (Information theory)
  • Data Mining
  • Datenmodell
  • Partielle Information
Label
Managing and mining uncertain data, edited by Charu C. Aggarwal
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
656394853
Dimensions
unknown
Extent
1 online resource (xix, 491 pages)
Form of item
online
Isbn
9780387096902
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-09690-2
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-09689-6
Specific material designation
remote
System control number
(OCoLC)656394853
Label
Managing and mining uncertain data, edited by Charu C. Aggarwal
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
656394853
Dimensions
unknown
Extent
1 online resource (xix, 491 pages)
Form of item
online
Isbn
9780387096902
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-09690-2
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-09689-6
Specific material designation
remote
System control number
(OCoLC)656394853

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