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The benefits of using otolith weight in statistical fish age classification: a case study of Atlantic cod species

Autor
Bermejo, S.
Tipus d'activitat
Article en revista
Revista
Computers and electronics in agriculture
Data de publicació
2014-06-28
Volum
107
Número
107
Pàgina inicial
1
Pàgina final
7
DOI
https://doi.org/10.1016/j.compag.2014.06.001 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/23335 Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0168169914001501 Obrir en finestra nova
Resum
In this paper, the discriminative capability of a combination of biological and shape features for fish age classification are analyzed. In particular, the usefulness of otolith weight in several species, in combination with other features such as otolith shape features and biological features such fish length, weight and sex is evaluated. The classification performance for different state-of-the-art statistical learning classifiers (i.e. several non-linear, non-parametric classifiers such diffe...
Citació
Bermejo, S. The benefits of using otolith weight in statistical fish age classification: a case study of Atlantic cod species. "Computers and electronics in agriculture", 28 Juny 2014, vol. 107, núm. 107, p. 1-7.
Paraules clau
Atlantic cod otoliths, Automated fish age classification, Statistical pattern recognition, Support vector machines

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