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
Call Number:Libro Electrónico
Main Authors: Appice, Annalisa (Author), Ciampi, Anna (Author), Fumarola, Fabio (Author), Malerba, Donato (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: London : Springer London : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:SpringerBriefs in Computer Science,
Subjects:
Data mining.
Computer networks .
Data Mining and Knowledge Discovery.
Computer Communication Networks.
Online Access:Texto Completo
Table of Contents:
  • Introduction
  • Sensor Networks and Data Streams: Basics
  • Geodata Stream Summarization
  • Missing Sensor Data Interpolation
  • Sensor Data Surveillance
  • Sensor Data Analysis Applications.

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