Donato Malerba's Books

Data Mining Techniques in Sensor Networks

Summarization, Interpolation and Surveillance

By: Annalisa Appice,Anna Ciampi,Fabio Fumarola,Donato Malerba

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Data Mining Techniques in Sensor Networks

Summarization, Interpolation and Surveillance

By: Annalisa Appice,Anna Ciampi,Fabio Fumarola,Donato Malerba

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.

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Page Count

115

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1447154541

ISBN 13

9781447154549

Agglomeration, Technology and Business Groups

By: Giulio Cainelli,Donato Iacobucci

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Agglomeration, Technology and Business Groups

By: Giulio Cainelli,Donato Iacobucci

I consider Giulio Cainelli a serious, intelligent and promising scholar, and Donato Iacobucci's work is very professional - he belongs to a school of economics that is highly considered in Italy.' - Giacomo Becattini, University of Florence, Italy Agglomeration, Technology and Business Groups critically reviews the reasons for the creation of business groups and examines their main characteristics. It also explores the way in which structural variables influence their internal organization.

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Page Count

155

Publisher

Edward Elgar Publishing

Published Date

ISBN 10

1782543635

ISBN 13

9781782543633

Data Mining Techniques in Sensor Networks

Summarization, Interpolation and Surveillance

By: Annalisa Appice,Anna Ciampi,Fabio Fumarola,Donato Malerba

Write a review Read reviews Take a Quiz Solve Book Puzzle

Data Mining Techniques in Sensor Networks

Summarization, Interpolation and Surveillance

By: Annalisa Appice,Anna Ciampi,Fabio Fumarola,Donato Malerba

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

115

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1447154541

ISBN 13

9781447154549

Book's by Donato Malerba

Data Mining Techniques in Sensor Networks

Data Mining Techniques in Sensor Networks

Agglomeration, Technology and Business Groups

Agglomeration, Technology and Business Groups

Data Mining Techniques in Sensor Networks

Data Mining Techniques in Sensor Networks

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