Neural network design
Immune network modelling in design optimization
New ideas in optimization
AINE: An Immunological Approach to Data Mining
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Multiple-valued immune network model and its simulations
ISMVL '97 Proceedings of the 27th International Symposium on Multiple-Valued Logic
Anomaly Detection Using Real-Valued Negative Selection
Genetic Programming and Evolvable Machines
Artificial Immune System Based Robot Anomaly Detection Engine for Fault Tolerant Robots
ATC '08 Proceedings of the 5th international conference on Autonomic and Trusted Computing
Improved pattern recognition with complex artificial immune system
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special issue on ICNC-FSKD’2008;Guest Editors: Liang Zhao, Maozu Guo, Lipo Wang
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This paper proposes an affinity based complex artificial immune system considering the fact that the different eptitopes located on the surface of antigen can be recognized by a set of different paratopes expressed on the surface of immune cells. A neighborhood set consisting of immune cells with different affinities to a certain input antigen is built to simulate the nature immune behavior. Furthermore, the complex numbers are adopted as the data representation, besides the weight between different layers. In the simulations, the recognition on transformation patterns is performed to illustrate that the proposed system is capable of recognizing the transformation patterns and it has obviously higher noise tolerance ability than the previous system models.