Characterization of bone Tissue by microwaves using wavelets and KNN

Barros, Jannayna Domingues; Oliveira Júnior, José Josemar de; Silva, Sandro Gonçalves da; Farias, Robson Fernandes de

Characterization of bone Tissue by microwaves using wavelets and KNN

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dc.contributor.author	Barros, Jannayna Domingues
dc.contributor.author	Oliveira Júnior, José Josemar de
dc.contributor.author	Silva, Sandro Gonçalves da
dc.contributor.author	Farias, Robson Fernandes de
dc.date.accessioned	2020-11-30T14:38:02Z
dc.date.available	2020-11-30T14:38:02Z
dc.date.issued	2011-06
dc.description.resumo	In this work, the electrical signals obtained by application of microwaves in chemical and bone tissues are analyzed and classified using techniques of signal processing and pattern recognition. For this, Wavelet Transform is applied as a method to extract relevant features of signal and KNN is used as a classification technique. The results showed that microwave signals can be analyzed using Wavelet Transform, which can be used to reconstruct the signals with minimal error rate and KNN showed satisfactory results	pt_BR
dc.identifier.citation	BARROS, Jannayna Domingues; OLIVEIRA JÚNIOR, José Josemar de; SILVA, Sandro Gonçalves da; FARIAS, Robson Fernandes de. Characterization of bone Tissue by microwaves using wavelets and KNN. Journal of Microwaves, Optoelectronics And Electromagnetic Applications, [S.L.], v. 10, n. 1, p. 217-231, jun. 2011. Disponível em: https://www.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742011000100020&lng=en&tlng=en. Acesso em: 23 set. 2020. http://dx.doi.org/10.1590/s2179-10742011000100020.	pt_BR
dc.identifier.doi	10.1590/S2179-10742011000100020
dc.identifier.issn	2179-1074
dc.identifier.uri	https://repositorio.ufrn.br/handle/123456789/30776
dc.language	en	pt_BR
dc.publisher	FapUNIFESP (SciELO)	pt_BR
dc.rights	Attribution 3.0 Brazil	*
dc.rights.uri	http://creativecommons.org/licenses/by/3.0/br/	*
dc.subject	Statistical pattern recognition	pt_BR
dc.subject	Wavelet transform	pt_BR
dc.subject	Bone tissue	pt_BR
dc.subject	Microstrip antennas	pt_BR
dc.title	Characterization of bone Tissue by microwaves using wavelets and KNN	pt_BR
dc.type	article	pt_BR