Data Mining Techniques in Sensor Networks (häftad)
Fler böcker inom
Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
105
Utgivningsdatum
2013-09-13
Upplaga
2014 ed.
Förlag
Springer London Ltd
Medarbetare
Ciampi, Anna / Fumarola, Fabio
Illustrationer
5 Tables, black and white; 37 Illustrations, color; 2 Illustrations, black and white; XIII, 105 p. 3
Dimensioner
229 x 152 x 8 mm
Vikt
182 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9781447154532
Data Mining Techniques in Sensor Networks (häftad)

Data Mining Techniques in Sensor Networks

Summarization, Interpolation and Surveillance

Häftad Engelska, 2013-09-13
549
Skickas inom 7-10 vardagar.
Fri frakt inom Sverige för privatpersoner.
Finns även som
Visa alla 1 format & utgåvor
Sensor networks comprise of a number of sensors installed across a spatially distributed network, which gather information and periodically feed a central server with the measured data. The server monitors the data, issues possible alarms and computes fast aggregates. As data analysis requests may concern both present and past data, the server is forced to store the entire stream. But the limited storage capacity of a server may reduce the amount of data stored on the disk. One solution is to compute summaries of the data as it arrives, and to use these summaries to interpolate the real data. This work introduces a recently defined spatio-temporal pattern, called trend cluster, to summarize, interpolate and identify anomalies in a sensor network. As an example, the application of trend cluster discovery to monitor the efficiency of photovoltaic power plants is discussed. The work closes with remarks on new possibilities for surveillance enabled by recent developments in sensing technology.
Visa hela texten

Passar bra ihop

  1. Data Mining Techniques in Sensor Networks
  2. +
  3. New Frontiers in Mining Complex Patterns

De som köpt den här boken har ofta också köpt New Frontiers in Mining Complex Patterns av Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari (häftad).

Köp båda 2 för 1028 kr

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Fler böcker av författarna

Bloggat om Data Mining Techniques in Sensor Networks

Innehållsförteckning

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