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\iteman{io-port 06104157}
\itemau{Mroczek, Teresa; Pancerz, Krzysztof; Warcho{\l}, Jan}
\itemti{Belief networks in classification of laryngopathies based on speech spectrum analysis.}
\itemso{Li, Tianrui (ed.) et al., Rough sets and knowledge technology. 7th international conference, RSKT 2012, Chengdu, China, August 17--20, 2012. Proceedings. Berlin: Springer (ISBN 978-3-642-31899-3/pbk). Lecture Notes in Computer Science 7414. Lecture Notes in Artificial Intelligence, 222-231 (2012).}
\itemab
Summary: The paper is devoted to classification of laryngopathies on the basis of a family of coefficients reflecting spectrum disturbances around basic tones and their multiples in patients' speech signals. In experiments, a special computer tool called BeliefSEEKER is tested. BeliefSEEKER is capable to generate belief networks and also to generate sets of belief rules. The paper presents feature selection and classification mechanisms as well as the experiments carried out on real-life data.
\itemrv{~}
\itemcc{}
\itemut{belief networks; belief rules; laryngopathy; decision support system}
\itemli{doi:10.1007/978-3-642-31900-6\_29}
\end