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Learning from Data Streams: Processing Techniques in Sensor Networks

Learning from Data Streams: Processing Techniques in Sensor Networks

          
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About the Book

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. 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. The set of chapters covers the state-of-the-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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Product Details
  • ISBN-13: 9783642092855
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 244
  • Series Title: English
  • Sub Title: Processing Techniques in Sensor Networks
  • Width: 156 mm
  • ISBN-10: 3642092853
  • Publisher Date: 19 Oct 2010
  • Edition: Softcover reprint of hardcover 1st ed. 2007
  • Language: English
  • Returnable: N
  • Spine Width: 14 mm
  • Weight: 362 gr


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