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Classification of sperm whale clicks (Physeter macrocephalus) with Gaussian-kernel based networks

Autor
Van Der Schaar, M.; Delory, E.; Andre, M.
Tipus d'activitat
Article en revista
Revista
Algorithms
Data de publicació
2008-11-15
Volum
2
Número
3
Pàgina inicial
1232
Pàgina final
1247
Repositori
http://hdl.handle.net/2117/22527 Obrir en finestra nova
Resum
With the aim of classifying sperm whales, this report compares two methods that can use Gaussian functions, a radial basis function network, and support vector machines which were trained with two different approaches known as C-SVM and º-SVM. The methods were tested on data recordings from seven different male sperm whales, six containing single click trains and the seventh containing a complete dive. Both types of classifiers could distinguish between the clicks of the seven different whales,...
Citació
van der Schaar, M.; Delory, E.; Andre, M. Classification of sperm whale clicks (Physeter macrocephalus) with Gaussian-kernel based networks. "Algorithms", 15 Novembre 2008, vol. 2, núm. 3, p. 1232-1247.
Paraules clau
Classification, Radial basis function, Sperm whale, Support vector machine
Grup de recerca
LAB - Laboratori d'Aplicacions Bioacústiques

Participants

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