Artificial bee colony optimization for feature selection of traffic sign recognition

This paper proposes the application of a swarm intelligence algorithm called Artificial Bee Colony (ABC) for the feature selection to feed a Random Forest (RF) classifier aiming to recognise Traffic Signs. In this paper, the authors define and assess several fitness functions for the feature selecti...

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Detalles Bibliográficos
Autores principales: Da Silva, D.L., Seijas, L.M., Bastos-Filho, C.J.A.
Formato: JOUR
Materias:
Artificial bee colony
Classification
Feature selection
Random forest
Swarm intelligence
Traffic sign recognition
Acceso en línea:http://hdl.handle.net/20.500.12110/paper_19479263_v8_n2_p50_DaSilva
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

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