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Proceedings of the National Academy of Sciences of Belarus. Physics and Mathematics Series

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VOCAL FOLD PATHOLOGY DIAGNOSIS ON THE BASIS OF GENETIC ALGORITHM AND DECISION TREE ENSEMBLE METHOD

Abstract

A combination of decision tree ensemble and genetic algorithm is proposed for the vocal fold pathology diagnosis by acoustic signals. The experimental results show a better performance (higher classification accuracy) of the proposed method in comparison with the others.

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ISSN 1561-2430 (Print)
ISSN 2524-2415 (Online)