Knowledge Discovery from Sensor Data: Second International Workshop, Sensor-Kdd 2008, Las Vegas, Nv, Usa, August 24-27, 2008, Revised Selected Papers (Paperback or Softback)

Gaber, Mohamed Medhat

ISBN 10: 3642125182 / ISBN 13: 9783642125188

Published by Springer 4/14/2010, 2010

About this Item

Knowledge Discovery from Sensor Data: Second International Workshop, Sensor-Kdd 2008, Las Vegas, Nv, Usa, August 24-27, 2008, Revised Selected Papers.

Seller Inventory # BBS-9783642125188

Bibliographic Details

• Title: Knowledge Discovery from Sensor Data: Second International Workshop, Sensor-Kdd 2008, Las Vegas, Nv, Usa, August 24-27, 2008, Revised Selected Papers (Paperback or Softback)
• Publisher: Springer 4/14/2010
• Publication Date: 2010
• Language: English
• ISBN 10: 3642125182
• ISBN 13: 9783642125188
• Binding: Paperback or Softback
• Condition: New
• Weight: 0.79 pounds
• Book Type: Book

About this title

Synopsis

This volume contains extended papers from Sensor-KDD 2008, the Second - ternational Workshop on Knowledge Discovery from Sensor Data. The second Sensor-KDDworkshopwasheldinLasVegasonAugust24,2008, inconjunction with the 14th ACM SIGKDD InternationalConference on KnowledgeDiscovery and Data Mining. Wide-area sensor infrastructures, remote sensors, and wireless sensor n- works, RFIDs, yield massive volumes of disparate, dynamic, and geographically distributeddata.Assuchsensorsarebecomingubiquitous, asetofbroadrequi- ments is beginning to emerge across high-priority applications including dis- ter preparedness and management, adaptability to climate change, national or homelandsecurity, andthe managementofcriticalinfrastructures.Therawdata from sensors need to be e?ciently managed and transformed to usable infor- tion through data fusion, which in turn must be converted to predictive insights via knowledge discovery, ultimately facilitating automated or human-induced tactical decisions or strategic policy based on decision sciences and decision s- port systems. The expected ubiquity of sensors in the near future, combined with the cr- ical roles they are expected to play in high-priority application solutions, points to an era of unprecedented growth and opportunities. The main motivation for the Sensor-KDD series of workshops stems from the increasing need for a forum to exchange ideas and recent research results, and to facilitate coll- oration and dialog between academia, government, and industrial stakeho- ers. This is clearly re?ected in the successful organization of the ?rst workshop (http: //www.ornl.gov/sci/knowledgediscovery/SensorKDD-2007/)alongwiththe ACMKDD-2007conference, whichwasattendedbymorethanseventyregistered participants, and resulted in an edited book (CRC Press, ISBN-9781420082326, 2008), and a special issue in the Intelligent Data Analysis journal (Volume 13, Number 3, 2009).