{"id":1512,"date":"2022-12-20T12:09:48","date_gmt":"2022-12-20T12:09:48","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=1512"},"modified":"2023-03-06T18:14:21","modified_gmt":"2023-03-06T18:14:21","slug":"vol20-no2","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/","title":{"rendered":"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 20 &#8211; N\u00famero 2"},"content":{"rendered":"<p><a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2022\/12\/vol20-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\/applications-of-computation-intelligence-in-healthcare\/\">Special Issue: Applications of Computational Intelligence (CI) in Healthcare<\/a><\/strong><\/p>\n<p><strong style=\"margin-top: 20px; margin-bottom: -10px; float: left; width: 100%; color: #294a70;\">Editors: <\/strong><br \/>\n<strong>Fabr\u00edcio Martins Lopes<\/strong> <a href=\"https:\/\/orcid.org\/0000-0002-8786-3313\"><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><br \/>\n<strong>Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UFPR)<\/strong><br \/>\n<strong>Lattes<\/strong>: <a href=\"http:\/\/lattes.cnpq.br\/1660070580824436\">http:\/\/lattes.cnpq.br\/1660070580824436<\/a><br \/>\n<strong>Renato Tin\u00f3s <\/strong> <a href=\"https:\/\/orcid.org\/0000-0003-4027-8851\"><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><br \/>\n<strong>Universidade de S\u00e3o Paulo, Campus de Ribeir\u00e3o Preto (USP\/RP)<\/strong><br \/>\n<strong>Lattes:<\/strong> <a href=\"http:\/\/lattes.cnpq.br\/1273134370963830\">http:\/\/lattes.cnpq.br\/1273134370963830<\/a><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/vol20-no2-art1\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Tuning of Data Augmentation Hyperparameters to Covid-19 Detection in X-Ray Images with Deep Learning<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Pedro Rici, Samara Oliveira Silva Santos &#038; Andr\u00e9 Luiz Carvalho Ottoni<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/vol20-no2-art2\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Benign and Malign Breast Cancer Classification Using Support Vector Machines Optimized with Particle Swarm and Genetic Algorithms<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Uriel Abe Contardi, Paulo Rog\u00e9rio Scalassara &#038; Douglas Vieira Thomaz<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/vol20-no2-art3\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Intelligent Detection of Arrhythmia Episodes in Dialysis Patients<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Sergio Pinto Gomes Junior, Jo\u00e3o Baptista de Oliveira e Souza Filho, Felipe da Rocha Henriques &#038; Michel Pompeu Tcheou<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/vol20-no2-art4\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Application of Machine Learning Tools in the Evaluation of the Risk of Falls in the Elderly: Integrative Review<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Daniele A. Silva, Nayra F. L. C. Branco, Hermes Manoel G. C. Branco &#038; Guilherme A. Barreto<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/vol20-no2-art5\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Applying the Lifelong Machine Learning Paradigm in Tuberculosis Triage<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Regina Reis da Costa Alves, Frederico Caetano Jandre de Assis Tavares, Anete Trajman &#038; Jos\u00e9 Manoel de Seixas<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/vol20-no2-art6\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Unsupervised Class-Expert Learning for Supporting Covid-19 Triage Based on Computed Tomography Data<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Ta\u00eds Aparecida Alvarenga,  Lu\u00eds Ot\u00e1vio Santos, Dem\u00f3stenes Zegarra Rodr\u00edguez, Danton Diego Ferreira, Bruno Henrique Groenner Barbosa &#038; Jos\u00e9 Manoel de Seixas<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/vol20-no2-art7\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Machine Learning Based Sampling of X-Ray Images for a Computer-Aided Detection of Tuberculosis<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Fernando Ferreira, Philipp Gaspar, Rodrigo Torres, Carlos Eduardo Covas, Lukas M\u00fcller de Oliveira, Micael Ver\u00edssimo de Ara\u00fajo, Jos\u00e9 Manoel de Seixas, Mayara Bastos &#038;  Anete Trajman<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Cover Special Issue: Applications of Computational Intelligence (CI) in Healthcare Editors: Fabr\u00edcio Martins Lopes Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UFPR) Lattes: http:\/\/lattes.cnpq.br\/1660070580824436 Renato Tin\u00f3s Universidade de S\u00e3o Paulo, Campus de Ribeir\u00e3o Preto (USP\/RP) Lattes: http:\/\/lattes.cnpq.br\/1273134370963830 &nbsp; Tuning of Data Augmentation <a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-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-1512","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 20 - 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\/vol20-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 20 - N\u00famero 2 - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"Cover Special Issue: Applications of Computational Intelligence (CI) in Healthcare Editors: Fabr\u00edcio Martins Lopes Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UFPR) Lattes: http:\/\/lattes.cnpq.br\/1660070580824436 Renato Tin\u00f3s Universidade de S\u00e3o Paulo, Campus de Ribeir\u00e3o Preto (USP\/RP) Lattes: http:\/\/lattes.cnpq.br\/1273134370963830 &nbsp; Tuning of Data Augmentation Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning and NonLinear Models\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-06T18:14:21+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=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/\",\"name\":\"Learning & Nonlinear Models - L&NLM - Volume 20 - N\u00famero 2 - Learning and NonLinear Models\",\"isPartOf\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\",\"datePublished\":\"2022-12-20T12:09:48+00:00\",\"dateModified\":\"2023-03-06T18:14:21+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no2\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-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\/vol20-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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