{"id":417,"date":"2016-07-14T17:12:20","date_gmt":"2016-07-14T20:12:20","guid":{"rendered":"https:\/\/sbia.org.br\/lnlm\/?page_id=417"},"modified":"2016-07-14T17:12:20","modified_gmt":"2016-07-14T20:12:20","slug":"vol6-no1-art3","status":"publish","type":"page","link":"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol6-no1\/vol6-no1-art3\/","title":{"rendered":"The Proposal Of Two Bio-Inspired Algorithms For Text Clustering"},"content":{"rendered":"

T\u00edtulo:<\/strong> The Proposal Of Two Bio-Inspired Algorithms For Text Clustering<\/p>\n

Autores:<\/strong> Prior, Ana Karina F.; Castro, Leandro Nunes de; Freitas, Leandro R. de; Szabo, Alexandre<\/p>\n

Resumo:<\/strong> The Internet can be seen as a major repository of resources and information. The growing demand for information, along with the large amount of data available, has been stimulating the research of methods for text mining. This work aims at using feature selection and text clustering techniques based on a Particle Swarm Clustering (PSC) algorithm and on an Artificial Neural Network modeled as a competitive and constructive Antibody Network, called RABNET (Real-valued Antibody Network), to show that both techniques present relevant results when applied to text clustering problems.<\/p>\n

Palavras-chave:<\/strong> Text Mining; Text Clustering; PSC; RABNET; Artificial Immune Systems; Swarm Intelligence<\/p>\n

P\u00e1ginas:<\/strong> 15<\/p>\n

C\u00f3digo DOI:<\/strong> 10.21528\/lmln-vol6-no1-art3<\/a><\/p>\n

Artigo em PDF:<\/strong> vol6-no1-art3.pdf<\/a><\/p>\n

Arquivo BibTex:<\/strong> vol6-no1-art3.bib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

T\u00edtulo: The Proposal Of Two Bio-Inspired Algorithms For Text Clustering Autores: Prior, Ana Karina F.; Castro, Leandro Nunes de; Freitas, Leandro R. de; Szabo, Alexandre Resumo: The Internet can be seen as a major repository of resources and information. The Read More …<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":411,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-417","page","type-page","status-publish","hentry"],"yoast_head":"\nThe Proposal Of Two Bio-Inspired Algorithms For Text Clustering - 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\/vol6-no1\/vol6-no1-art3\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Proposal Of Two Bio-Inspired Algorithms For Text Clustering - Learning and NonLinear Models\" \/>\n<meta property=\"og:description\" content=\"T\u00edtulo: The Proposal Of Two Bio-Inspired Algorithms For Text Clustering Autores: Prior, Ana Karina F.; Castro, Leandro Nunes de; Freitas, Leandro R. de; Szabo, Alexandre Resumo: The Internet can be seen as a major repository of resources and information. The Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol6-no1\/vol6-no1-art3\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning and NonLinear Models\" \/>\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\/vol6-no1\/vol6-no1-art3\/\",\"url\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol6-no1\/vol6-no1-art3\/\",\"name\":\"The Proposal Of Two Bio-Inspired Algorithms For Text Clustering - Learning and NonLinear Models\",\"isPartOf\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/#website\"},\"datePublished\":\"2016-07-14T20:12:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol6-no1\/vol6-no1-art3\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol6-no1\/vol6-no1-art3\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol6-no1\/vol6-no1-art3\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Browse issues\",\"item\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Learning & Nonlinear Models – L&NLM – Volume 6 – N\u00famero 1\",\"item\":\"https:\/\/sbia.org.br\/lnlm\/publicacoes\/vol6-no1\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"The Proposal Of Two Bio-Inspired Algorithms For Text Clustering\"}]},{\"@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":"The Proposal Of Two Bio-Inspired Algorithms For Text Clustering - 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\/vol6-no1\/vol6-no1-art3\/","og_locale":"pt_BR","og_type":"article","og_title":"The Proposal Of Two Bio-Inspired Algorithms For Text Clustering - Learning and NonLinear Models","og_description":"T\u00edtulo: The Proposal Of Two Bio-Inspired Algorithms For Text Clustering Autores: Prior, Ana Karina F.; Castro, Leandro Nunes de; Freitas, Leandro R. de; Szabo, Alexandre Resumo: The Internet can be seen as a major repository of resources and information. 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