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Doctoral Thesis
DOI
10.11606/T.76.2011.tde-19122011-153633
Document
Author
Full name
Sylvio Barbon Júnior
E-mail
Institute/School/College
Knowledge Area
Date of Defense
Published
São Carlos, 2011
Supervisor
Committee
Guido, Rodrigo Capobianco (President)
Cliquet Junior, Alberto
Delbem, Alexandre Cláudio Botazzo
Martins, Mateus Jose
Pinto, Reynaldo Daniel
Title in Portuguese
Identificação de patologias na laringe com base na Discriminative Paraconsistent Machine (DPM)
Keywords in Portuguese
Discriminative Paraconsistent Machine (DPM)
Inteligência artificial
Patologias da laringe
Processamento de sinais
Abstract in Portuguese
Este trabalho de doutorado apresenta duas inovações: a Discriminative Paraconsistent Machine (DPM), que consiste em um novo classificador elaborado com base na lógica paraconsistente anotada (LPA) e a aplicação da DPM para a identificação de patologias na laringe, por meio de exames nos sinais de voz de um locutor. Não há relatos na literatura sobre o uso da LPA para construção de um classificador e sobre suas aplicações para a finalidade proposta. Os resultados obtidos são motivadores, indicando um avanço na área.
Title in English
Identification of pathology in larynx based on Discriminative Paraconsistent Machine
Keywords in English
Artificial intelligence
Discriminative Paraconsistent Machine (DPM)
Larynx pathologies
Signal processing
Abstract in English
This PhD thesis presents two novelties: the Discriminative Paraconsistent Machine (DPM), which is a new classifier built on the basis of the annotated paraconsistent logic (APL), and the applications of DPM to identify larynx pathologies, by inspecting a voice signal. There is neither a comment on literature about the use of APL to built a classifier nor about its applications for the proposed application. The results obtained create motivation, showing a clear progress in the field.
 
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Publishing Date
2011-12-21
 
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