A Pipelined Recurrent Fuzzy Neural Filter for the Separation of Lung Sounds

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dc.contributor.author Stavrakoudis, D.
dc.contributor.author Mastorocostas, P.
dc.contributor.author Theocharis, J.
dc.date.accessioned 2015-06-29T15:53:34Z
dc.date.available 2015-06-29T15:53:34Z
dc.date.issued 2007
dc.identifier.other http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=4295339&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D4295339 el
dc.identifier.uri http://apothesis.teicm.gr/xmlui/handle/123456789/1557
dc.description.abstract This paper presents a recurrent fuzzy-neural filter that performs the task of separation of lung sounds, obtained from patients with pulmonary pathology. The filter is a pipelined Takagi-Sugeno-Kang recurrent fuzzy network, consisting of a number of modules interconnected in a cascaded form. The participating modules are implemented through recurrent fuzzy neural networks with internal dynamics. The structure of the modules is evolved sequentially from input-output data. Extensive experimental results, regarding the lung sound category of crackles, are given, and a performance comparison with a series of other fuzzy and neural filters is conducted, underlining the separation capabilities of the proposed filter. en
dc.format.extent 6 el
dc.language.iso en el
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/ *
dc.title A Pipelined Recurrent Fuzzy Neural Filter for the Separation of Lung Sounds en
dc.type Άρθρο σε επιστημονικό συνέδριο el
dc.conference.information London, UK, July 23-26 , 2007 el
dc.conference.name Sixteenth IEEE International Conference on Fuzzy Systems el
dc.identifier.doi 10.1109/FUZZY.2007.4295339
dc.publication.category Απαγόρευση δημοσίευσης - Βιβλιογραφική αναφορά el
dc.subject.keyword Delay el
dc.subject.keyword Fuzzy neural networks el
dc.subject.keyword Fuzzy systems el
dc.subject.keyword Inference algorithms el
dc.subject.keyword Least squares methods el
dc.subject.keyword Lungs el
dc.subject.keyword Neurons el
dc.subject.keyword Nonlinear filters el
dc.subject.keyword Pathology el
dc.subject.keyword Takagi-Sugeno-Kang model el


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Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές