{"id":1458,"date":"2022-10-11T12:40:27","date_gmt":"2022-10-11T12:40:27","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=1458"},"modified":"2022-10-22T18:11:49","modified_gmt":"2022-10-22T18:11:49","slug":"vol20-no1","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/","title":{"rendered":"Learning &#038; Nonlinear Models &#8211; L&#038;NLM &#8211; Volume 20 &#8211; N\u00famero 1"},"content":{"rendered":"<p><a href=\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/2022\/12\/vol20-no1-art0.pdf\" target=\"_blank\" rel=\"noopener\">Cover<\/a><\/p>\n<p><strong style=\"margin-top: 20px; margin-bottom: 10px; float: left; width: 100%; font-size: 22px;\">Special Issue: Time Series Analysis and Forecasting using Computational Intelligence<\/strong><\/p>\n<p><strong style=\"margin-top: 20px; margin-bottom: -10px; float: left; width: 100%; color: #294a70;\">Editors: <\/strong><br \/>\n<strong>Paulo S. G. de Mattos Neto<\/strong> <a href=\"https:\/\/orcid.org\/0000-0002-2396-7973\"><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 Federal de Pernambuco (UFPE)<\/strong><br \/>\n<strong>Lattes<\/strong>: <a href=\"https:\/\/lattes.cnpq.br\/4610098557429398\">http:\/\/lattes.cnpq.br\/4610098557429398<\/a><br \/>\n<strong>Roberto C. L. de Oliveira<\/strong> <a href=\"https:\/\/orcid.org\/0000-0002-1825-0097\"><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 Federal do Par\u00e1 (UFPA)<\/strong><br \/>\n<strong>Lattes:<\/strong> <a href=\"https:\/\/lattes.cnpq.br\/4497607460894318\">http:\/\/lattes.cnpq.br\/4497607460894318<\/a><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1-art1\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Comparison Between Different Architectures of Multilayer Perceptron Networks for Blocking Rate Prediction in Mobile Phone Networks<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Gabriel da Silva Melo, Bruno Andre Santos, Rogerio Martins Gomes<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1-art2\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">A Nonlinear Optimized Hybrid System For Energy Consumption Forecasting From Smart Meters<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Emilly Pereira Alves, Jo\u00e3o Fausto Lorenzato de Oliveira, Francisco Madeiro, Manoel Henrique da N\u00f3brega Marinho<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1-art3\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Missing Data in Time Series: A Review of Imputation Methods and Case Study<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Silvana Mara Ribeiro, Cristiano Leite de Castro<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1-art4\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">Linear Models Applied to Monthly Seasonal Streamflow Series Prediction<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>J\u00f4natas T. Belotti, Ivette Luna, Jos\u00e9 J. A. Mendes J\u00fanior, Patr\u00edcia T. Leite Asano, Yara de Souza Tadano, Thiago Antonini Alves, Marcella S. R. Martins, F\u00e1bio L. Usberti, Sergio L. Stevan Jr., Fl\u00e1vio Trojan &amp; Hugo Siqueira<\/ul>\n<\/li>\n<\/ul>\n<p><strong style=\"margin-top: 20px; margin-bottom: 10px; float: left; width: 100%; font-size: 22px;\">Regular Issue:<\/strong><\/p>\n<p><a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1-art5\" target=\"_blank\" rel=\"noopener\"><span style=\"font-size: large;\">A Scalable Analytics Pipeline for COVID-19 Face Mask Surveillance<\/span><\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>Clayton Kossoski, Gustavo Schaefer, Gianlucca Fiori Oliveira, Heitor Silv\u00e9rio Lopes<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Cover Special Issue: Time Series Analysis and Forecasting using Computational Intelligence Editors: Paulo S. G. de Mattos Neto Universidade Federal de Pernambuco (UFPE) Lattes: http:\/\/lattes.cnpq.br\/4610098557429398 Roberto C. L. de Oliveira Universidade Federal do Par\u00e1 (UFPA) Lattes: http:\/\/lattes.cnpq.br\/4497607460894318 &nbsp; Comparison Between <a href=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-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-1458","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 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\/vol20-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 20 - N\u00famero 1 - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"Cover Special Issue: Time Series Analysis and Forecasting using Computational Intelligence Editors: Paulo S. G. de Mattos Neto Universidade Federal de Pernambuco (UFPE) Lattes: http:\/\/lattes.cnpq.br\/4610098557429398 Roberto C. L. de Oliveira Universidade Federal do Par\u00e1 (UFPA) Lattes: http:\/\/lattes.cnpq.br\/4497607460894318 &nbsp; Comparison Between Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning and NonLinear Models\" \/>\n<meta property=\"article:modified_time\" content=\"2022-10-22T18:11:49+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\/vol20-no1\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/\",\"name\":\"Learning & Nonlinear Models - L&NLM - Volume 20 - N\u00famero 1 - Learning and NonLinear Models\",\"isPartOf\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg\",\"datePublished\":\"2022-10-11T12:40:27+00:00\",\"dateModified\":\"2022-10-22T18:11:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#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-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 20 &#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 20 - 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\/vol20-no1\/","og_locale":"pt_BR","og_type":"article","og_title":"Learning & Nonlinear Models - L&NLM - Volume 20 - N\u00famero 1 - Learning and NonLinear Models","og_description":"Cover Special Issue: Time Series Analysis and Forecasting using Computational Intelligence Editors: Paulo S. G. de Mattos Neto Universidade Federal de Pernambuco (UFPE) Lattes: http:\/\/lattes.cnpq.br\/4610098557429398 Roberto C. L. de Oliveira Universidade Federal do Par\u00e1 (UFPA) Lattes: http:\/\/lattes.cnpq.br\/4497607460894318 &nbsp; Comparison Between Read More ...","og_url":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/","og_site_name":"Learning and NonLinear Models","article_modified_time":"2022-10-22T18:11:49+00:00","og_image":[{"url":"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. tempo de leitura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/","url":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/","name":"Learning & Nonlinear Models - L&NLM - Volume 20 - N\u00famero 1 - Learning and NonLinear Models","isPartOf":{"@id":"https:\/\/sbia.org.br\/lnlm\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#primaryimage"},"image":{"@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#primaryimage"},"thumbnailUrl":"https:\/\/sbia.org.br\/lnlm\/wp-content\/uploads\/sites\/4\/2020\/09\/orcid.jpg","datePublished":"2022-10-11T12:40:27+00:00","dateModified":"2022-10-22T18:11:49+00:00","breadcrumb":{"@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/"]}]},{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol20-no1\/#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-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 20 &#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\/"}}]}},"_links":{"self":[{"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages\/1458","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=1458"}],"version-history":[{"count":21,"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages\/1458\/revisions"}],"predecessor-version":[{"id":1491,"href":"https:\/\/sbia.org.br\/lnlm\/wp-json\/wp\/v2\/pages\/1458\/revisions\/1491"}],"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=1458"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}