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Title:
Knowledge discovery from sensor data
Author:
Ganguly, Auroop R.
ISBN:
9781420082333
Publication Information:
Boca Raton : CRC Press, c2009.
Physical Description:
xix, 216 p. : ill.
Series:
Industrial innovation series
Series Title:
Industrial innovation series
Contents:
Probabilistic framework for mining distributed sensory data under data sharing constraints / General framework for mining massive data streams / Sensor network data model for the discovery of spatio-temporal patterns / Requirements for clustering streaming sensors / Principal component aggregation for energy-efficient information extraction in wireless sensor networks / Anomaly detection in transportation corridors using manifold embedding / Fusion of vision inertial data for automatic georeferencing / Electricity load forecast using data streams techniques / Missing event prediction in sensor data streams using Kalman filters / Mining temporal relations in smart environment data using TempAl
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