T-Patterns Revisited: Mining for Temporal Patterns in Sensor Data

T-Patterns Revisited: Mining for Temporal Patterns in Sensor Data

The trend to use large amounts of simple sensors as opposed to a few complex sensors to monitor places and systems creates a need for temporal pattern mining algorithms to work on such data. The methods that try to discover re-usable and interpretable patterns in temporal event data have several sho...

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Bibliographic Details
Main Authors: Theo Gevers, Romain Tavenard, Albert Ali Salah, Eric Pauwels
Format: Article
Language:English
Published: MDPI AG 2010-08-01
Series:Sensors
Subjects:
sensor networks
temporal pattern extraction
T-patterns
Lempel-Ziv
Gaussian mixture model
MERL motion data
Online Access:http://www.mdpi.com/1424-8220/10/8/7496/

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http://www.mdpi.com/1424-8220/10/8/7496/

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