Otro
BCS: A Binary Cuckoo Search algorithm for feature selection
Registro en:
Proceedings - IEEE International Symposium on Circuits and Systems, p. 465-468.
0271-4310
10.1109/ISCAS.2013.6571881
WOS:000332006800115
2-s2.0-84883365571
Autor
Rodrigues, D.
Pereira, L. A M
Almeida, T. N S
Papa, João Paulo
Souza, A. N.
Ramos, C. C O
Yang, Xin-She
Resumen
Feature selection has been actively pursued in the last years, since to find the most discriminative set of features can enhance the recognition rates and also to make feature extraction faster. In this paper, the propose a new feature selection called Binary Cuckoo Search, which is based on the behavior of cuckoo birds. The experiments were carried out in the context of theft detection in power distribution systems in two datasets obtained from a Brazilian electrical power company, and have demonstrated the robustness of the proposed technique against with several others nature-inspired optimization techniques. © 2013 IEEE.