Download Data Mining Techniques in Sensor Networks: Summarization, by Annalisa Appice,Anna Ciampi,Fabio Fumarola,Donato Malerba PDF

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

Sensor networks include of a few sensors put in throughout a spatially dispensed community, which assemble details and periodically feed a important server with the measured facts. The server screens the knowledge, matters attainable alarms and computes speedy aggregates. As information research requests may possibly trouble either current and prior facts, the server is compelled to shop the full movement. however the restricted garage means of a server might lessen the quantity of information saved at the disk. One resolution is to compute summaries of the information because it arrives, and to exploit those summaries to interpolate the true facts. This paintings introduces a lately outlined spatio-temporal development, known as development cluster, to summarize, interpolate and establish anomalies in a sensor community. for example, the applying of pattern cluster discovery to observe the potency of photovoltaic strength crops is mentioned. The paintings closes with comments on new percentages for surveillance enabled via fresh advancements in sensing technology.

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