Data Mining Techniques in Sensor Networks Summarization, Interpolation and Surveillance /

• Main Authors: Appice, Annalisa (Author), Ciampi, Anna (Author), Fumarola, Fabio (Author), Malerba, Donato (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2014.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Computer communication systems.; Data mining.; Computer Science.; Data Mining and Knowledge Discovery.; Computer Communication Networks.

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...

Table of Contents:

• Introduction
• Sensor Networks and Data Streams: Basics
• Geodata Stream Summarization
• Missing Sensor Data Interpolation
• Sensor Data Surveillance
• Sensor Data Analysis Applications.