Learning from Data Streams: Processing Techniques in Sensor Networks - Tapa dura

 
9783540736783: Learning from Data Streams: Processing Techniques in Sensor Networks
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ISBN 10: 3540736786 ISBN 13: 9783540736783
Editorial: Springer, 2007

Sinopsis

Processing data streams has raised new research challenges over the last few years. This book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system. Applications in security, the natural sciences, and education are presented. The huge bibliography offers an excellent starting point for further reading and future research.

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De la contraportada

Sensor networks consist of distributed autonomous devices that cooperatively monitor an environment. Sensors are equipped with capacities to store information in memory, process this information and communicate with their neighbors. Processing data streams generated from wireless sensor networks has raised new research challenges over the last few years due to the huge numbers of data streams to be managed continuously and at a very high rate.

The book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system. The set of chapters covers the state-of-art in data stream mining approaches using clustering, predictive learning, and tensor analysis techniques, and applying them to applications in security, the natural sciences, and education.

This research monograph delivers to researchers and graduate students the state of the art in data stream processing in sensor networks. The huge bibliography offers an excellent starting point for further reading and future research.

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Editorial
Springer
Año de publicación
2007
Idioma
Inglés
ISBN 10 
3540736786
ISBN 13 
9783540736783
Encuadernación
Tapa dura
Número de páginas
256
Editor
Gama João, Gaber Mohamed Medhat
Contacto del fabricante
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3
Heidelberg
69115
Alemania

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9783642092855: Learning from Data Streams: Processing Techniques in Sensor Networks

Edición Destacada

ISBN 10:  3642092853 ISBN 13:  9783642092855
Editorial: Springer, 2010
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