Published

2008-01-01

TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS

Keywords:

Intelligent systems, similarity-based clustering, artificial immune Networks, kernel methods. (es)

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Authors

  • JUAN C. GALEANO Ing. Intelligent Systems Research Lab, National University of Colombia Branch Bogota
  • FABIO A. GONZÁLEZ Phd. Bioingenium Research Lab, National University of Colombia Branch Bogota
This paper presents an adaptation to the strategy of kernel methods of a wellkn own artificial immune network. This adaptation brings to artificial immune systems, for the first time, some of the advantages of kernel methods, such as the ability to deal with non-vector data and the mapping to high-dimensional spaces through the kernel trick. Preliminar y experiments were carried out in order to get some insights of the behavior of the proposed model.

How to Cite

APA

GALEANO, J. C. and GONZÁLEZ, F. A. (2008). TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS. Avances en Sistemas e Informática, 5(1). https://revistas.unal.edu.co/index.php/avances/article/view/9974

ACM

[1]
GALEANO, J.C. and GONZÁLEZ, F.A. 2008. TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS. Avances en Sistemas e Informática. 5, 1 (Jan. 2008).

ACS

(1)
GALEANO, J. C.; GONZÁLEZ, F. A. TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS. ava. sis. inf 2008, 5.

ABNT

GALEANO, J. C.; GONZÁLEZ, F. A. TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS. Avances en Sistemas e Informática, [S. l.], v. 5, n. 1, 2008. Disponível em: https://revistas.unal.edu.co/index.php/avances/article/view/9974. Acesso em: 22 jan. 2025.

Chicago

GALEANO, JUAN C., and FABIO A. GONZÁLEZ. 2008. “TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS”. Avances En Sistemas E Informática 5 (1). https://revistas.unal.edu.co/index.php/avances/article/view/9974.

Harvard

GALEANO, J. C. and GONZÁLEZ, F. A. (2008) “TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS”, Avances en Sistemas e Informática, 5(1). Available at: https://revistas.unal.edu.co/index.php/avances/article/view/9974 (Accessed: 22 January 2025).

IEEE

[1]
J. C. GALEANO and F. A. GONZÁLEZ, “TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS”, ava. sis. inf, vol. 5, no. 1, Jan. 2008.

MLA

GALEANO, J. C., and F. A. GONZÁLEZ. “TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS”. Avances en Sistemas e Informática, vol. 5, no. 1, Jan. 2008, https://revistas.unal.edu.co/index.php/avances/article/view/9974.

Turabian

GALEANO, JUAN C., and FABIO A. GONZÁLEZ. “TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS”. Avances en Sistemas e Informática 5, no. 1 (January 1, 2008). Accessed January 22, 2025. https://revistas.unal.edu.co/index.php/avances/article/view/9974.

Vancouver

1.
GALEANO JC, GONZÁLEZ FA. TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS. ava. sis. inf [Internet]. 2008 Jan. 1 [cited 2025 Jan. 22];5(1). Available from: https://revistas.unal.edu.co/index.php/avances/article/view/9974

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