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» MILA - Multilevel Immune Learning Algorithm
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ICARIS
2009
Springer
14 years 2 months ago
An Error Propagation Algorithm for Ad Hoc Wireless Networks
Abstract. We were inspired by the role of co-stimulation in the Biological immune system (BIS). We propose and evaluate an algorithm for energy efficient misbehavior detection in a...
Martin Drozda, Sven Schaust, Sebastian Schildt, He...
GECCO
2003
Springer
124views Optimization» more  GECCO 2003»
14 years 19 days ago
Using an Immune System Model to Explore Mate Selection in Genetic Algorithms
Abstract. When Genetic Algorithms (GAs) are employed in multimodal function optimization, engineering and machine learning, identifying multiple peaks and maintaining subpopulation...
Chien-Feng Huang
PPSN
1998
Springer
13 years 11 months ago
The Coevolution of Antibodies for Concept Learning
We present a novel approach to concept learning in which a coevolutionary genetic algorithm is applied to the construction of an immune system whose antibodies can discriminate bet...
Mitchell A. Potter, Kenneth A. De Jong
CORR
2010
Springer
143views Education» more  CORR 2010»
13 years 7 months ago
Dendritic Cells for Anomaly Detection
Artificial immune systems, more specifically the negative selection algorithm, have previously been applied to intrusion detection. The aim of this research is to develop an intrus...
Julie Greensmith, Jamie Twycross, Uwe Aickelin
BIOADIT
2004
Springer
13 years 11 months ago
An Artificial Immune System Approach to Misbehavior Detection in Mobile Ad Hoc Networks
Abstract. In mobile ad-hoc networks, nodes act both as terminals and information relays, and participate in a common routing protocol, such as Dynamic Source Routing (DSR). The net...
Jean-Yves Le Boudec, Slavisa Sarafijanovic