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Learning from Data Streams: Processing Techniques in Sensor Networks [Hardcover]

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Item Number 225379  
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Item description for Learning from Data Streams: Processing Techniques in Sensor Networks by Joao Gama...

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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Item Specifications...


Pages   244
Est. Packaging Dimensions:   Length: 9.29" Width: 6.14" Height: 0.55"
Weight:   1.1 lbs.
Binding  Hardcover
Release Date   Dec 6, 2007
Publisher   Springer
ISBN  3540736786  
ISBN13  9783540736783  


Availability  146 units.
Availability accurate as of May 28, 2017 04:44.
Usually ships within one to two business days from La Vergne, TN.
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More About Joao Gama


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Product Categories

1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Networking
3Books > Subjects > Computers & Internet > Certification Central > General
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Circuitry > Communication & Signal Processing
6Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Networking > Networks, Protocols & API's > General
9Books > Subjects > Computers & Internet > Networking > Networks, Protocols & API's > Networks
10Books > Subjects > Computers & Internet > Programming > Algorithms > General



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