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Knowledge Discovery from Sensor Data
Author(s): Auroop R. Ganguly (Editor), Joao Gama (Editor), Olufemi A. Omitaomu (Editor), Mohamed Gaber (Editor), Ranga Raju Vatsavai (Editor)
- Publisher: CRC Press
- Publication Date: 10 Dec. 2008
- Edition: 1st
- Language: English
- Print length: 215 pages
- ISBN-10: 1420082329
- ISBN-13: 9781420082326
Book Description
As sensors become ubiquitous, a set of broad requirements is beginning to emerge across high-priority applications including disaster preparedness and management, adaptability to climate change, national or homeland security, and the management of critical infrastructures. This book presents innovative solutions in offline data mining and real-time analysis of sensor or geographically distributed data. It discusses the challenges and requirements for sensor data based knowledge discovery solutions in high-priority application illustrated with case studies. It explores the fusion between heterogeneous data streams from multiple sensor types and applications in science, engineering, and security.
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About the Author
Auroop R. Ganguly, João Gama, Olufemi A. Omitaomu, Mohamed Medhat Gaber, Ranga Raju Vatsavai
