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Learning from Data Streams: Processing Techniques in Sensor Networks

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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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Computer-Based Testing and the Internet: Issues and Advances
Computer-Based Testing and the Internet: Issues and Advances
We reside in various communities and live in one world. Although we may
reside in Beijing, China, on a kibbutz in Israel, or in Muleshoe, Texas, we are
aware of the impact of world events on our lives.

This has not always been true. Throughout most of history, life generally
was impacted by dominant qualities in
...
IPA - Concepts and Applications in Engineering (Decision Engineering)
IPA - Concepts and Applications in Engineering (Decision Engineering)
This book presents the results of extensive research in computer-supported decision
processes in engineering, carried out over many years by the author and his collaborators.
The author has cooperated with designers in Poland and in Germany.Very
often there was university–industry cooperation for the building of specific
...
Forensic Analytics: Methods and Techniques for Forensic Accounting Investigations
Forensic Analytics: Methods and Techniques for Forensic Accounting Investigations

Discover how to detect fraud, biases, or errors in your data using Access or Excel

With over 300 images, Forensic Analytics reviews and shows how twenty substantive and rigorous tests can be used to detect fraud, errors, estimates, or biases in your data. For each test, the original data is shown with the steps needed to get to the...


Learning iOS 8 for Enterprise
Learning iOS 8 for Enterprise

Design and develop stunning iOS applications for business environments

About This Book

  • Learn how to develop iPhone apps in an easier, step-by-step manner using real-world solutions
  • Save time, learn faster, and gather knowledge of new technologies
  • Work with powerful tools...
MCTS 70-620 Exam Prep: Microsoft Windows Vista, Configuring
MCTS 70-620 Exam Prep: Microsoft Windows Vista, Configuring

MCTS 70-620 Exam Prep: Microsoft Windows Vista, Configuring is designed for network administrators, network engineers, and consultants who are pursuing the Microsoft Certified Technology Specialist (MCTS) or Microsoft Certified IT Professional (MCITP) certifications for Windows Vista. This book covers the "TS: Microsoft Windows...

An Introduction to Programming and Numerical Methods in MATLAB
An Introduction to Programming and Numerical Methods in MATLAB

MATLAB is a powerful programme, which naturally lends itself to the rapid implementation of most numerical algorithms. This text, which uses MATLAB, gives a detailed overview of structured programming and numerical methods for the undergraduate student.

The book covers numerical methods for solving a wide range of problems, from...

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