{"id":1232,"date":"2020-09-08T16:08:36","date_gmt":"2020-09-08T19:08:36","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=1232"},"modified":"2021-12-02T19:26:13","modified_gmt":"2021-12-02T19:26:13","slug":"vol18-no1","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1\/","title":{"rendered":"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 18 &#8211; N\u00famero 1"},"content":{"rendered":"<p><a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/9\/vol18-no1-art0.pdf\" target=\"_blank\" rel=\"noopener\">Cover<\/a><\/p>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1-art1\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Aerial Human Activity Recognition Through a Cognitive Architecture and a New Automata Proposal<\/span><\/a><\/p>\n<ul>\n<ul>Milena F. Pinto, Aurelio G. Melo, Andre L. M. Marcato, Camile A. Moraes<\/ul>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1-art2\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Distributed Adaptive Filtering on Wireless Sensor Networks with Shared Medium Competition<\/span><\/a><\/p>\n<ul>\n<ul>Rafael Moura do Carmo, Lu\u00eds Tarrataca, Jefferson Colares, Felipe da R. Henriques, Diego B. Haddad, Raphael M. Guedes<\/ul>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1-art3\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Aerial Image Instance Segmentation Through Synthetic Data Using Deep Learning<\/span><\/a><\/p>\n<ul>\n<ul>Felipe X. Viana, Gabriel M. Araujo, Milena F. Pinto, Jefferson Colares, Diego B. Haddad<\/ul>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1-art4\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Soft Biometrics Classification in Videos Using Transfer Learning and Bidirectional Long Short-Term Memory Networks<\/span><\/a><\/p>\n<ul>\n<ul>Marcelo Romero, Matheus Gutoski, Leandro Takeshi Hattori, Manass\u00e9s Ribeiro, Heitor Silv\u00e9rio Lopes<\/ul>\n<\/ul>\n<p><span style=\"font-size: large;\"><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1-art5\" target=\"_blank\" rel=\"noopener\">Carteiras de Black Litterman com An\u00e1lises Baseadas em Redes Neurais<\/a><\/span><\/p>\n<ul>\n<ul>Diego Guerreiro Bernardes &amp; Oswaldo Luiz do Valle Costa<\/ul>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Cover Aerial Human Activity Recognition Through a Cognitive Architecture and a New Automata Proposal Milena F. Pinto, Aurelio G. Melo, Andre L. M. Marcato, Camile A. Moraes Distributed Adaptive Filtering on Wireless Sensor Networks with Shared Medium Competition Rafael Moura <a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1\/\" 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-1232","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 1 - 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-no1\/\" \/>\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 1 - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"Cover Aerial Human Activity Recognition Through a Cognitive Architecture and a New Automata Proposal Milena F. 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Moraes Distributed Adaptive Filtering on Wireless Sensor Networks with Shared Medium Competition Rafael Moura Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning and NonLinear Models\" \/>\n<meta property=\"article:modified_time\" content=\"2021-12-02T19:26:13+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\/vol18-no1\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1\/\",\"name\":\"Learning & Nonlinear Models - L&NLM - Volume 18 - N\u00famero 1 - Learning and NonLinear Models\",\"isPartOf\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\"},\"datePublished\":\"2020-09-08T19:08:36+00:00\",\"dateModified\":\"2021-12-02T19:26:13+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol18-no1\/#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 18 &#8211; N\u00famero 1\"}]},{\"@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 18 - N\u00famero 1 - 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\/vol18-no1\/","og_locale":"pt_BR","og_type":"article","og_title":"Learning & Nonlinear Models - L&NLM - Volume 18 - N\u00famero 1 - Learning and NonLinear Models","og_description":"Cover Aerial Human Activity Recognition Through a Cognitive Architecture and a New Automata Proposal Milena F. 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