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Ubiquitous knowledge discovery : challenges, techniques, applications

Author: Michael May; Lorenza Saitta
Publisher: Berlin : Springer, 2010.
Series: Lecture notes in computer science, 6202.; Lecture notes in computer science., Lecture notes in artificial intelligence.; Lecture notes in computer science., State-of-the-art survey.; LNCS sublibrary., SL 7,, Artificial intelligence.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
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Culled from a range of workshops, summer schools and dissemination events, this survey of the state-of-the-art in a rapidly emerging field provides both a conceptual foundation and detailed coverage of selected approaches to ubiquitous knowledge discovery.

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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
Ubiquitous Knowledge Discovery.
Springer-Verlag New York Inc 2010
(DLC) 2010936640
(OCoLC)668190556
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Michael May; Lorenza Saitta
ISBN: 9783642163920 3642163920
OCLC Number: 669654155
Description: 1 online resource (x, 254 pages) : illustrations.
Contents: I A Blueprint for Ubiquitous Knowledge Discovery --
Introduction: The Challenge of Ubiquitous Knowledge Discovery --
Ubiquitous Technologies --
Resource Aware Distributed Knowledge --
Ubiquitous Data --
Privacy and Security in Ubiquitous Knowledge Discovery --
A Human-Centric Perspective on Ubiquitous Knowledge Discovery --
Application Challenges for Ubiquitous Knowledge Discovery --
II Case Studies --
On-Line Learning: Where Are We So Far? --
Change Detection with Kalman Filter and CUSUM --
A Geometric Approach to Monitoring Threshold Functions over Distributed Data Streams --
Privacy Preserving Spatio-temporal Clustering on Horizontally Partitioned Data --
Nemoz --
A Distributed Framework for Collaborative Media Organization --
Micro Information Systems and Ubiquitous Knowledge Discovery --
MineFleetR_: The Vehicle Data Stream Mining System for Ubiquitous Environments.
Series Title: Lecture notes in computer science, 6202.; Lecture notes in computer science., Lecture notes in artificial intelligence.; Lecture notes in computer science., State-of-the-art survey.; LNCS sublibrary., SL 7,, Artificial intelligence.
Responsibility: Michael May, Lorenza Saitta (eds.).

Abstract:

Culled from a range of workshops, summer schools and dissemination events, this survey of the state of the art in a rapidly emerging field provides both a conceptual foundation and detailed coverage  Read more...

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