143 search results - page 2 / 29 » Revisiting Negative Selection Algorithms |
GECCO
2005
Springer
13 years 11 months ago
2005
Springer
This paper proposes a statistical mechanism to analyze the detector coverage in a negative selection algorithm, namely a quantitative measurement of a detector set’s capability ...
ICARIS
2003
Springer
13 years 10 months ago
2003
Springer
This paper presents a real-valued negative selection algorithm with good mathematical foundation that solves some of the drawbacks of our previous approach [11]. Specifically, it ...
GECCO
2010
Springer
13 years 10 months ago
2010
Springer
Negative selection algorithms are immune-inspired classifiers that are trained on negative examples only. Classification is performed by generating detectors that match none of ...
GECCO
2005
Springer
13 years 11 months ago
2005
Springer
This paper introduces hyper-ellipsoids as an improvement to hyper-spheres as intrusion detectors in a negative selection problem within an artificial immune system. Since hyper-s...
ICARIS
2009
Springer
13 years 9 months ago
2009
Springer
Abstract. String-based negative selection is an immune-inspired classification scheme: Given a self-set S of strings, generate a set D of detectors that do not match any element of...