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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Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Appice, Annalisa (Auteur), Ciampi, Anna (Auteur), Fumarola, Fabio (Auteur), Malerba, Donato (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: London : Springer London : Imprint: Springer, 2014.
Édition:1st ed. 2014.
Collection:SpringerBriefs in Computer Science,
Sujets:
Data mining.
Computer networks .
Data Mining and Knowledge Discovery.
Computer Communication Networks.
Accès en ligne:Texto Completo
Table des matières:
  • 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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