{"id":1443,"date":"2022-09-05T20:23:20","date_gmt":"2022-09-05T20:23:20","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=1443"},"modified":"2023-03-13T20:19:47","modified_gmt":"2023-03-13T20:19:47","slug":"vol19-no2","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/","title":{"rendered":"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 19 &#8211; N\u00famero 2"},"content":{"rendered":"<p><a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2021\/12\/vol19-no2-art0.pdf\" target=\"_blank\" rel=\"noopener\">Cover<\/a><br \/>\n<a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2-art1\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Detection and Segmentation of Damaged Photovoltaic Panels Using Deep Learning and Fine-tuning in Images Captured by Drone<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Lu\u00eds Fabr\u00edcio de Freitas Souza, Tassiana Marinho de Castro, Lucas de Oliveira Santos, Adriell Gomes Marques, Jos\u00e9 Jerovane da C. Nascimento, Matheus A. dos Santos, Guilherme F. Brilhante &amp; Pedro Pedrosa Rebou\u00e7as Filho<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2-art2\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">A Benchmark for Multi-Objective Routing in Vehicle Ad-Hoc Networks Using The Ant Colony Optimization Algorithm<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Rodrigo Silva &amp; Heitor Silv\u00e9rio Lopes<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2-art3\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">A Tutorial on Fuzzy Time Series Forecasting Models: Recent Advances and Challenges<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Patr\u00edcia O. Lucas, Omid Orang, Petr\u00f4nio C. L. Silva, Eduardo M. A. M. Mendes &amp; Frederico G. Guimar\u00e3es<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2-art4\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Uma Introdu\u00e7\u00e3o a Metodologias Fuzzy para Otimiza\u00e7\u00e3o Multiobjetivo em Ambiente Incerto<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Ricardo Coelho<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2-art5\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Uma Introdu\u00e7\u00e3o Amig\u00e1vel \u00e0s Redes Neurais para Grafos<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Tiago da Silva, Amauri Holanda de Souza J\u00fanior &#038; Diego Parente Paiva Mesquita<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cover Detection and Segmentation of Damaged Photovoltaic Panels Using Deep Learning and Fine-tuning in Images Captured by Drone Lu\u00eds Fabr\u00edcio de Freitas Souza, Tassiana Marinho de Castro, Lucas de Oliveira Santos, Adriell Gomes Marques, Jos\u00e9 Jerovane da C. Nascimento, Matheus <a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-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-1443","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 19 - 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\/vol19-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 19 - N\u00famero 2 - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"Cover Detection and Segmentation of Damaged Photovoltaic Panels Using Deep Learning and Fine-tuning in Images Captured by Drone Lu\u00eds Fabr\u00edcio de Freitas Souza, Tassiana Marinho de Castro, Lucas de Oliveira Santos, Adriell Gomes Marques, Jos\u00e9 Jerovane da C. Nascimento, Matheus Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning and NonLinear Models\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-13T20:19:47+00:00\" \/>\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\/vol19-no2\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/\",\"name\":\"Learning & Nonlinear Models - L&NLM - Volume 19 - N\u00famero 2 - Learning and NonLinear Models\",\"isPartOf\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\"},\"datePublished\":\"2022-09-05T20:23:20+00:00\",\"dateModified\":\"2023-03-13T20:19:47+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Browse issues\",\"item\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 19 &#8211; N\u00famero 2\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/\",\"name\":\"Learning and NonLinear Models\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sbia.org.br\/lnlm\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#organization\",\"name\":\"Learning and NonLinear Models\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2021\/07\/logo-lnlm.png\",\"contentUrl\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2021\/07\/logo-lnlm.png\",\"width\":398,\"height\":94,\"caption\":\"Learning and NonLinear Models\"},\"image\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Learning & Nonlinear Models - L&NLM - Volume 19 - N\u00famero 2 - Learning and NonLinear Models","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/","og_locale":"pt_BR","og_type":"article","og_title":"Learning & Nonlinear Models - L&NLM - Volume 19 - N\u00famero 2 - Learning and NonLinear Models","og_description":"Cover Detection and Segmentation of Damaged Photovoltaic Panels Using Deep Learning and Fine-tuning in Images Captured by Drone Lu\u00eds Fabr\u00edcio de Freitas Souza, Tassiana Marinho de Castro, Lucas de Oliveira Santos, Adriell Gomes Marques, Jos\u00e9 Jerovane da C. Nascimento, Matheus Read More ...","og_url":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/","og_site_name":"Learning and NonLinear Models","article_modified_time":"2023-03-13T20:19:47+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. tempo de leitura":"1 minuto"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/","url":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/","name":"Learning & Nonlinear Models - L&NLM - Volume 19 - N\u00famero 2 - Learning and NonLinear Models","isPartOf":{"@id":"https:\/\/sbia.org.br\/lnlm\/#website"},"datePublished":"2022-09-05T20:23:20+00:00","dateModified":"2023-03-13T20:19:47+00:00","breadcrumb":{"@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol19-no2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Browse issues","item":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/"},{"@type":"ListItem","position":2,"name":"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 19 &#8211; N\u00famero 2"}]},{"@type":"WebSite","@id":"https:\/\/sbia.org.br\/lnlm\/#website","url":"https:\/\/sbia.org.br\/lnlm\/","name":"Learning and NonLinear Models","description":"","publisher":{"@id":"https:\/\/sbia.org.br\/lnlm\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sbia.org.br\/lnlm\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/sbia.org.br\/lnlm\/#organization","name":"Learning and NonLinear Models","url":"https:\/\/sbia.org.br\/lnlm\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/sbia.org.br\/lnlm\/#\/schema\/logo\/image\/","url":"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2021\/07\/logo-lnlm.png","contentUrl":"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2021\/07\/logo-lnlm.png","width":398,"height":94,"caption":"Learning and NonLinear Models"},"image":{"@id":"https:\/\/sbia.org.br\/lnlm\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages\/1443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/comments?post=1443"}],"version-history":[{"count":6,"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages\/1443\/revisions"}],"predecessor-version":[{"id":1602,"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages\/1443\/revisions\/1602"}],"up":[{"embeddable":true,"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages\/23"}],"wp:attachment":[{"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/media?parent=1443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}