{"id":1268,"date":"2020-10-01T15:56:07","date_gmt":"2020-10-01T18:56:07","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=1268"},"modified":"2020-10-01T15:56:07","modified_gmt":"2020-10-01T18:56:07","slug":"vol17-no1-art5","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol17-no1\/vol17-no1-art5\/","title":{"rendered":"AVALIA\u00c7\u00c3O DA INFLU\u00caNCIA DE DIFERENTES MEDIDAS DE SIMILARIDADE NA REDE AUTO-ORGANIZ\u00c1VEL DE KOHONEN E SUA APLICA\u00c7\u00c3O NA CLASSIFICA\u00c7\u00c3O DE DADOS F\u00cdSICO-QU\u00cdMICOS DA \u00c1GUA"},"content":{"rendered":"<p><strong>T\u00edtulo:\u00a0<\/strong>AVALIA\u00c7\u00c3O DA INFLU\u00caNCIA DE DIFERENTES MEDIDAS DE SIMILARIDADE NA REDE AUTO-ORGANIZ\u00c1VEL DE KOHONEN E SUA APLICA\u00c7\u00c3O NA CLASSIFICA\u00c7\u00c3O DE DADOS F\u00cdSICO-QU\u00cdMICOS DA \u00c1GUA<\/p>\n<p><strong>Autores:<\/strong> Carlos A. O. Araujo, Gildson de Jesus, Eduardo Palmeira, Erik da Silva, F\u00e1bio Amorim<\/p>\n<p align=\"justify\"><strong>Resumo:<\/strong> Sabe-se que cada conjunto de dados apresenta caracter\u00edsticas particulares conforme a sua natureza. Com vista nisso, este artigo avalia a influ\u00eancia de diferentes medidas de similaridades no processo competitivo da rede auto-organiz\u00e1vel de Kohonen (SOM, sigla em ingl\u00eas). Testes num\u00e9ricos s\u02dcao apresentados para mostrar a efic\u00e1cia de cada m\u00e9trica na classifica\u00e7\u00e3o de tr\u00eas diferentes bases de dados. Al\u00e9m disso, \u00e9 apresentada uma aplica\u00e7\u00e3o da rede SOM, com o uso de diferentes medidas de similaridade, na classifica\u00e7\u00e3o de dados f\u00edsico-qu\u00edmicos da \u00e1gua.<\/p>\n<p><strong>Palavras-chave:<\/strong> SOM, Similaridade, Redes Neurais, M\u00e9trica, Classifica\u00e7\u00e3o, Dados F\u00edsico-Qu\u00edmicos.<\/p>\n<p><strong>P\u00e1ginas:<\/strong>\u00a09<\/p>\n<p><strong>C\u00f3digo DOI:<\/strong> <a href=\"http:\/\/dx.doi.org\/10.21528\/LNLM-vol17-no1-art5\">10.21528\/LNLM-vol17-no1-art5<\/a><\/p>\n<p><strong>Artigo em PDF:<\/strong> <a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2019\/03\/vol17-no1-art5.pdf\">vol17-no1-art5.pdf<\/a><\/p>\n<p><strong>Arquivo BibTex:<\/strong> <a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2019\/03\/vol17-no1-art5.bib\">vol17-no1-art5.bib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u00edtulo:\u00a0AVALIA\u00c7\u00c3O DA INFLU\u00caNCIA DE DIFERENTES MEDIDAS DE SIMILARIDADE NA REDE AUTO-ORGANIZ\u00c1VEL DE KOHONEN E SUA APLICA\u00c7\u00c3O NA CLASSIFICA\u00c7\u00c3O DE DADOS F\u00cdSICO-QU\u00cdMICOS DA \u00c1GUA Autores: Carlos A. O. Araujo, Gildson de Jesus, Eduardo Palmeira, Erik da Silva, F\u00e1bio Amorim Resumo: Sabe-se <a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol17-no1\/vol17-no1-art5\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1115,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1268","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AVALIA\u00c7\u00c3O DA INFLU\u00caNCIA DE DIFERENTES MEDIDAS DE SIMILARIDADE NA REDE AUTO-ORGANIZ\u00c1VEL DE KOHONEN E SUA APLICA\u00c7\u00c3O NA CLASSIFICA\u00c7\u00c3O DE DADOS F\u00cdSICO-QU\u00cdMICOS DA \u00c1GUA - Learning and NonLinear Models<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol17-no1\/vol17-no1-art5\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AVALIA\u00c7\u00c3O DA INFLU\u00caNCIA DE DIFERENTES MEDIDAS DE SIMILARIDADE NA REDE AUTO-ORGANIZ\u00c1VEL DE KOHONEN E SUA APLICA\u00c7\u00c3O NA CLASSIFICA\u00c7\u00c3O DE DADOS F\u00cdSICO-QU\u00cdMICOS DA \u00c1GUA - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"T\u00edtulo:\u00a0AVALIA\u00c7\u00c3O DA INFLU\u00caNCIA DE DIFERENTES MEDIDAS DE SIMILARIDADE NA REDE AUTO-ORGANIZ\u00c1VEL DE KOHONEN E SUA APLICA\u00c7\u00c3O NA CLASSIFICA\u00c7\u00c3O DE DADOS F\u00cdSICO-QU\u00cdMICOS DA \u00c1GUA Autores: Carlos A. 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