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Service-oriented distributed knowledge discovery

Author: Domenico Talia; Paolo Trunfio
Publisher: Boca Raton, Fla. ; London : Chapman & Hall/CRC, ©2013.
Series: Chapman & Hall/CRC data mining and knowledge discovery series.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today's often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures. Service-Oriented Distributed Knowledge Discovery presents techniques, algorithms, and systems based on the service-oriented paradigm.  Read more...
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Details

Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Domenico Talia; Paolo Trunfio
ISBN: 1439875332 9781439875339
OCLC Number: 859886094
Description: 1 online resource (xx, 210 pages) : illustrations.
Contents: Front Cover; Contents; Preface; Acknowledgments; Authors; Chapter 1 --
Distributed Knowledge Discovery: An Overview; Chapter 2 --
Service-Oriented Computing for Data Analysis; Chapter 3 --
Designing Services for Distributed Knowledge Discovery; Chapter 4 --
Workflows of Services for Data Analysis; Chapter 5 --
Services and Grids: The Knowledge Grid; Chapter 6 --
Mining Tasks as Services: The Case of Weka4WS; Chapter 7 --
How Services Can Support Mobile Data Mining; Chapter 8 --
Knowledge Discovery Applications; Chapter 9 --
Sketching the Future Pervasive Data Services; Bibliography; Back Cover.
Series Title: Chapman & Hall/CRC data mining and knowledge discovery series.
Responsibility: Domenico Talia, Paolo Trunfio.

Abstract:

A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today's often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures. Service-Oriented Distributed Knowledge Discovery presents techniques, algorithms, and systems based on the service-oriented paradigm. Through detailed descriptions of real software systems, it shows how the techniques, models, and architectures can be implemented. The book covers key areas in data mining and servic.

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