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Conference Paper: Bayesian signal classifier

TitleBayesian signal classifier
Authors
Issue Date2007
PublisherInstitute of Electrical and Electronics Engineers. The Journals web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000500
Citation
The 2007 International Joint Conference on Neural Networks (IJCNN 2007), Orlando, FL., 12-17 August 2007. In IEEE International Conference on Neural Networks Proceedings, 2007, p. 207-212 How to Cite?
AbstractThis article points out the limitations of vectoral input pattern on density estimation and Bayesian classification. A continuous Bayesian classifier is proposed to tackle these limitations. The classifier accepts signal as input pattern; thus the problem of optimal description length selection is avoided. The algorithm is evaluated on signal clustering and distribution classification. ©2007 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/196696
ISBN
ISSN

 

DC FieldValueLanguage
dc.contributor.authorChow, CK-
dc.contributor.authorYuen, SY-
dc.date.accessioned2014-04-24T02:10:34Z-
dc.date.available2014-04-24T02:10:34Z-
dc.date.issued2007-
dc.identifier.citationThe 2007 International Joint Conference on Neural Networks (IJCNN 2007), Orlando, FL., 12-17 August 2007. In IEEE International Conference on Neural Networks Proceedings, 2007, p. 207-212-
dc.identifier.isbn978-1-4244-1379-9-
dc.identifier.issn1098-7576-
dc.identifier.urihttp://hdl.handle.net/10722/196696-
dc.description.abstractThis article points out the limitations of vectoral input pattern on density estimation and Bayesian classification. A continuous Bayesian classifier is proposed to tackle these limitations. The classifier accepts signal as input pattern; thus the problem of optimal description length selection is avoided. The algorithm is evaluated on signal clustering and distribution classification. ©2007 IEEE.-
dc.languageeng-
dc.publisherInstitute of Electrical and Electronics Engineers. The Journals web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000500-
dc.relation.ispartofIEEE International Conference on Neural Networks Proceedings-
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.rightsIEEE International Conference on Neural Networks Proceedings. Copyright © Institute of Electrical and Electronics Engineers.-
dc.titleBayesian signal classifier-
dc.typeConference_Paper-
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1109/IJCNN.2007.4370956-
dc.identifier.scopuseid_2-s2.0-51749086647-
dc.identifier.spage207-
dc.identifier.epage212-
dc.publisher.placeUnited States-
dc.customcontrol.immutablesml 160603 amended-

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