Effective Anomaly detection in Sensor Network Data Streams

Effective Anomaly detection in Sensor Network Data Streams

This paper addresses a major challenge in datamining applications where the full information about the underlying processes, such as sensor networks or large online database, cannot be practically obtained due to physical limitations such as low bandwidth or memory, storage, or computing power. Moti...

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Bibliographic Details
Main Authors: Pham, DucSon, Saha , Budhaditya, Lazarescu, Mihai, Venkatesh, Svetha
Other Authors: Wei Wang, Hillol Kargupta, Sanjay Ranka, Philip S. Yu, Xindong Wu
Format: Conference Paper
Published: IEEE Computer Society 2009
Subjects:
anomaly detection
compressed sensing
stream data processing
spectral - methods
residual analysis
Online Access:http://hdl.handle.net/20.500.11937/12001

Internet

http://hdl.handle.net/20.500.11937/12001

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