{"id":1306,"date":"2021-01-19T12:07:32","date_gmt":"2021-01-19T14:07:32","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=1306"},"modified":"2023-03-09T18:28:49","modified_gmt":"2023-03-09T18:28:49","slug":"vol18-no2","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/","title":{"rendered":"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 18 &#8211; N\u00famero 2"},"content":{"rendered":"<p><a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2021\/01\/vol18-no2-art0.pdf\" target=\"_blank\" rel=\"noopener\">Cover<\/a><br \/>\n<strong style=\"margin-top: 20px; margin-bottom: 10px; float: left; width: 100%; font-size: 22px;\"><a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2021\/01\/vol18-no2-art0.pdf\">Special Issue: Deep Learning<\/a><\/strong><br \/>\n<strong style=\"margin-top: 20px; margin-bottom: -10px; float: left; width: 100%; color: #294a70;\">Editors: <\/strong><br \/>\n<strong>Prof. Manass\u00e9s Ribeiro <a href=\"https:\/\/orcid.org\/0000-0002-7526-5092\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1167\" src=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\" alt=\"orcid\" width=\"20\" height=\"20\" \/><\/a><\/strong><br \/>\n<strong>Instituto Federal Catarinense (IFC)<\/strong><br \/>\n<strong>Lattes:<\/strong> <a href=\"http:\/\/lattes.cnpq.br\/6475893755893056\">http:\/\/lattes.cnpq.br\/6475893755893056<\/a><br \/>\n<strong>Prof. Andr\u00e9 Lazzaretti <a href=\"https:\/\/orcid.org\/0000-0003-1861-3369\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1167\" src=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\" alt=\"orcid\" width=\"20\" height=\"20\" \/><\/a><\/strong><br \/>\n<strong>Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UTFPR)<\/strong><br \/>\n<strong>Lattes:<\/strong> <a href=\"http:\/\/lattes.cnpq.br\/7649611874688878\">http:\/\/lattes.cnpq.br\/7649611874688878<\/a><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/vol18-no2-art1\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Comparative Analysis of Convolutional Neural Networks Applied in the Detection of Pneumonia Through X-Ray Images of Children<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Luan Oliveira da Silva, Leandro dos Santos Ara\u00fajo, Victor Ferreira Souza, Raimundo Matos de Barros Neto &amp; Adam Santos<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/vol18-no2-art2\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Using the Kullback-Leibler Divergence and Kolmogorov-Smirnov Test to Select Input Sizes to the Fault Diagnosis Problem Based on a CNN Model<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Rodrigo P. Monteiro, Carmelo J. A. Bastos-Filho, Mariela Cerrada, Diego R. Cabrera &amp; Ren\u00e9 V. S\u00e1nchez<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/vol18-no2-art3\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Methodology for Classifying Diseases in Plants Using Convolutional Neural Networks<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Michel Costa, Vanessa Rezende, Cledisson Martins &amp; Adam Santos<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/vol18-no2-art4\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Evolving deep neural networks for Time Series Forecasting<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>L\u00eddio Mauro Lima de Campos, Jherson Haryson Almeida Pereira, Danilo Souza Duarte &amp; Roberto C\u00e9lio Lim\u00e3o de Oliveira<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-size: large;\"><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/vol18-no2-art5\/\" target=\"_blank\" rel=\"noopener\">A Study of the Influence of Data Complexity and Similarity on Soft Biometrics Classification Performance in a Transfer Learning Scenario<\/a><\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Marcelo Romero, Matheus Gutoski, Leandro Takeshi Hattori, Manass\u00e9s Ribeiro &amp; Heitor Silv\u00e9rio Lopes<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Cover Special Issue: Deep Learning Editors: Prof. Manass\u00e9s Ribeiro Instituto Federal Catarinense (IFC) Lattes: http:\/\/lattes.cnpq.br\/6475893755893056 Prof. Andr\u00e9 Lazzaretti Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UTFPR) Lattes: http:\/\/lattes.cnpq.br\/7649611874688878 &nbsp; Comparative Analysis of Convolutional Neural Networks Applied in the Detection of Pneumonia Through <a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":23,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1306","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>Learning &amp; Nonlinear Models - L&amp;NLM - Volume 18 - N\u00famero 2 - 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\/vol18-no2\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Learning &amp; Nonlinear Models - L&amp;NLM - Volume 18 - N\u00famero 2 - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"Cover Special Issue: Deep Learning Editors: Prof. Manass\u00e9s Ribeiro Instituto Federal Catarinense (IFC) Lattes: http:\/\/lattes.cnpq.br\/6475893755893056 Prof. Andr\u00e9 Lazzaretti Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UTFPR) Lattes: http:\/\/lattes.cnpq.br\/7649611874688878 &nbsp; Comparative Analysis of Convolutional Neural Networks Applied in the Detection of Pneumonia Through Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning and NonLinear Models\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-09T18:28:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/\",\"name\":\"Learning & Nonlinear Models - L&NLM - Volume 18 - N\u00famero 2 - Learning and NonLinear Models\",\"isPartOf\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\",\"datePublished\":\"2021-01-19T14:07:32+00:00\",\"dateModified\":\"2023-03-09T18:28:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/#primaryimage\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\",\"contentUrl\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Browse issues\",\"item\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Learning &#038; 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