Anomaly detection in large-scale data stream networks

Pham, Duc-Son, Venkatesh, Svetha, Lazarescu, Mihai and Budhaditya, Saha 2012, Anomaly detection in large-scale data stream networks, Data mining and knowledge discovery, vol. 28, no. 1, pp. 145-189, doi: 10.1007/s10618-012-0297-3.

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Title Anomaly detection in large-scale data stream networks
Author(s) Pham, Duc-Son
Venkatesh, SvethaORCID iD for Venkatesh, Svetha
Lazarescu, Mihai
Budhaditya, SahaORCID iD for Budhaditya, Saha
Journal name Data mining and knowledge discovery
Volume number 28
Issue number 1
Start page 145
End page 189
Total pages 45
Publisher Springer New York LLC
Place of publication New York, N.Y.
Publication date 2012-12
ISSN 1384-5810
Keyword(s) anomaly detection
compressed sensing
random projection
residual subspace analysis
sensor network data
spectral methods
stream data processing
Language eng
DOI 10.1007/s10618-012-0297-3
Field of Research 080104 Computer Vision
080109 Pattern Recognition and Data Mining
Socio Economic Objective 890205 Information Processing Services (incl. Data Entry and Capture)
HERDC Research category C1 Refereed article in a scholarly journal
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