Data Mining Techniques in Sensor Networks Summarization, Interpolation and Surveillance
Emerging real life applications, such as environmental compliance, ecological studies and meteorology, are characterized by real-time data acquisition through a number of (wireless) remote sensors. Operatively, remote sensors are installed across a spatially distributed network; they gather informat...
Main Authors: | , , , |
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Format: | eBook |
Language: | English |
Published: |
London
Springer London
2014, 2014
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Edition: | 1st ed. 2014 |
Series: | SpringerBriefs in Computer Science
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Subjects: | |
Online Access: | |
Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction
- Sensor Networks and Data Streams: Basics
- Geodata Stream Summarization
- Missing Sensor Data Interpolation
- Sensor Data Surveillance
- Sensor Data Analysis Applications