Publicado

2008-01-01

TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS

Palabras clave:

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

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Autores/as

  • 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.

Cómo citar

APA

GALEANO, J. C. y 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. y GONZÁLEZ, F.A. 2008. TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS. Avances en Sistemas e Informática. 5, 1 (ene. 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: 23 abr. 2024.

Chicago

GALEANO, JUAN C., y 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. y GONZÁLEZ, F. A. (2008) «TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS», Avances en Sistemas e Informática, 5(1). Disponible en: https://revistas.unal.edu.co/index.php/avances/article/view/9974 (Accedido: 23 abril 2024).

IEEE

[1]
J. C. GALEANO y F. A. GONZÁLEZ, «TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS», ava. sis. inf, vol. 5, n.º 1, ene. 2008.

MLA

GALEANO, J. C., y F. A. GONZÁLEZ. «TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS». Avances en Sistemas e Informática, vol. 5, n.º 1, enero de 2008, https://revistas.unal.edu.co/index.php/avances/article/view/9974.

Turabian

GALEANO, JUAN C., y FABIO A. GONZÁLEZ. «TOWARDS A KERNELBASED MODEL FOR ARTIFICIAL IMMUNE NETWORKS». Avances en Sistemas e Informática 5, no. 1 (enero 1, 2008). Accedido abril 23, 2024. 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]. 1 de enero de 2008 [citado 23 de abril de 2024];5(1). Disponible en: https://revistas.unal.edu.co/index.php/avances/article/view/9974

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