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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