Internet Networking

Get Data Mining Techniques in Sensor Networks: Summarization, PDF

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

ISBN-10: 1447154533

ISBN-13: 9781447154532

Sensor networks contain of a couple of sensors put in throughout a spatially dispensed community, which assemble details and periodically feed a imperative server with the measured information. The server screens the information, concerns attainable alarms and computes speedy aggregates. As facts research requests could quandary either current and previous information, the server is compelled to shop the whole movement. however the constrained garage skill of a server could decrease the volume of knowledge saved at the disk. One resolution is to compute summaries of the knowledge because it arrives, and to exploit those summaries to interpolate the genuine information. This paintings introduces a lately outlined spatio-temporal trend, referred to as pattern cluster, to summarize, interpolate and establish anomalies in a sensor community. for example, the applying of development cluster discovery to observe the potency of photovoltaic energy crops is mentioned. The paintings closes with feedback on new percentages for surveillance enabled by way of contemporary advancements in sensing technology.

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Data Mining Techniques in Sensor Networks: Summarization, Interpolation and Surveillance (SpringerBriefs in Computer Science) by Annalisa Appice,Anna Ciampi,Fabio Fumarola,Donato Malerba


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