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ICARIS
2003
Springer
13 years 10 months ago
An Investigation of the Negative Selection Algorithm for Fault Detection in Refrigeration Systems
Supermarkets lose millions of pounds every year through lost trading and stock wastage caused by the failure of refrigerated cabinets. Therefore, a huge commercial market exists fo...
Dan W. Taylor, David Corne
ICARIS
2004
Springer
13 years 10 months ago
Negative Selection Algorithm for Aircraft Fault Detection
We investigated a real-valued Negative Selection Algorithm (NSA) for fault detection in man-in-the-loop aircraft operation. The detection algorithm uses body-axes angular rate sens...
D. Dasgupta, K. KrishnaKumar, D. Wong, M. Berry
ICARIS
2005
Springer
13 years 10 months ago
A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques
The (randomized) real-valued negative selection algorithm is an anomaly detection approach, inspired by the negative selection immune system principle. The algorithm was proposed t...
Thomas Stibor, Jonathan Timmis, Claudia Eckert
GECCO
2005
Springer
126views Optimization» more  GECCO 2005»
13 years 10 months ago
Is negative selection appropriate for anomaly detection?
Negative selection algorithms for hamming and real-valued shape-spaces are reviewed. Problems are identified with the use of these shape-spaces, and the negative selection algori...
Thomas Stibor, Philipp H. Mohr, Jonathan Timmis, C...
DSN
2002
IEEE
13 years 9 months ago
Detecting Processor Hardware Faults by Means of Automatically Generated Virtual Duplex Systems
A virtual duplex system (VDS) can be used to increase safety without the use of structural redundancy on a single machine. If a deterministic program P is calculating a given func...
Markus Jochim