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...

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Bibliographic Details
Main Authors: Appice, Annalisa, Ciampi, Anna (Author), Fumarola, Fabio (Author), Malerba, Donato (Author)
Format: eBook
Language:English
Published: London Springer London 2014, 2014
Edition:1st ed. 2014
Series:SpringerBriefs in Computer Science
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