{"id":14,"date":"2019-06-13T14:17:08","date_gmt":"2019-06-13T14:17:08","guid":{"rendered":"http:\/\/wordpress.ft.unicamp.br\/bertini\/?page_id=14"},"modified":"2024-12-16T12:38:17","modified_gmt":"2024-12-16T12:38:17","slug":"publications","status":"publish","type":"page","link":"https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li>Bertini Jr. J. R.; Batista Filho, S\u00e9rgio Ferreira; Funcia, Mei Abe; Da Silva, Luis Ot\u00e1vio Mende; Santos, Antonio Alberto; Schiozer, Denis. A comparison of machine learning surrogate models for net present value prediction from well placement binary data. Journal of Petroleum Science and Engineering, p. 109208, 2021.<\/li>\n\n\n\n<li>Bertini Jr. J. R.; Graph embedded rules for explainable predictions in data streams, Neural Networks, p. 174-192, 2020.<\/li>\n\n\n\n<li>Bertini Jr. J. R.; Nicoletti, M. C. An iterative boosting-based ensemble for streaming data classification. Information Fusion, p. 66-79, 2019.<\/li>\n\n\n\n<li>Bertini Jr., J. R.; Nicoletti, M. C. ; Zhao, L. Attribute-based Decision Graphs: A framework for multiclass data classification. Neural Networks, v. 85, p. 69-84, 2017.<\/li>\n\n\n\n<li>Bertini Jr., J. R.; Nicoletti, M. C. Enhancing classification performance using attribute-oriented functionally expanded data. Pattern Recognition Letters, v. 89, p. 39-45, 2017. <\/li>\n\n\n\n<li>Bertini Jr., J. R.; Nicoletti, M. C.; Zhao, L. . An embedded imputation method via Attribute-based Decision Graphs. Expert Systems with Applications, v. 57, p. 159-177, 2016. <\/li>\n\n\n\n<li>Bertini Jr., J. R.; Zhao, Liang; Lopes, A. A. An incremental learning algorithm based on the K-associated graph for non-stationary data classification. Information Sciences, v. 246, p. 52-68, 2013.<\/li>\n\n\n\n<li>Bertini Jr., J. R.; L. Zhao; R. Motta; A. Lopes; Nonparametric classification method based on K-associated graphs. Information Sciences, v. 181, p. 5435-5456, 2011.<\/li>\n\n\n\n<li>Bertini Jr., J. R.; Nicoletti, M. C. Attribute-Based Decision Graphs and Their Roles in Machine Learning Related Tasks. Intelligent Systems Reference Library. 1ed.: Springer International Publishing, 2018, v. , p. 53-71. <\/li>\n\n\n\n<li>Bertini Jr., J. R.; Kasahara, V. A.; Nicoletti, M. C. . Approaching miRNA Family Classification Through Constructive Neural Networks. In: World Congress on Computational Intelligence, 2018, Rio de Janeiro. International Joint Conference on Neural Networks, 2018. p. 4280-4287.<\/li>\n\n\n\n<li>Bertini Jr., J.R.; Nicoletti, M. C. A Genetic Algorithm for Improving the Induction of Attribute-based Decision Graph Classifiers. In: IEEE Congress on Evolutionary Computation (CEC), 2016, Vancouver. Proceedings of the 2016 IEEE Congress on Evolutionary Computation (CEC), 2016. p. 4104-4110.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-right\"><a href=\"http:\/\/lattes.cnpq.br\/1627235547325264\">Full list of publications<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Full list of publications<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-14","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publications - Prof. Dr. Jo\u00e3o Roberto Bertini Junior<\/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:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - Prof. Dr. Jo\u00e3o Roberto Bertini Junior\" \/>\n<meta property=\"og:description\" content=\"Full list of publications\" \/>\n<meta property=\"og:url\" content=\"https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/\" \/>\n<meta property=\"og:site_name\" content=\"Prof. Dr. Jo\u00e3o Roberto Bertini Junior\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-16T12:38:17+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/publications\\\/\",\"url\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/publications\\\/\",\"name\":\"Publications - Prof. Dr. Jo\u00e3o Roberto Bertini Junior\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/#website\"},\"datePublished\":\"2019-06-13T14:17:08+00:00\",\"dateModified\":\"2024-12-16T12:38:17+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/publications\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/publications\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/publications\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Publications\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/#website\",\"url\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/\",\"name\":\"Prof. Dr. Jo\u00e3o Roberto Bertini Junior\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/wordpress.ft.unicamp.br\\\/bertini\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Publications - Prof. Dr. Jo\u00e3o Roberto Bertini Junior","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:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/","og_locale":"en_US","og_type":"article","og_title":"Publications - Prof. Dr. Jo\u00e3o Roberto Bertini Junior","og_description":"Full list of publications","og_url":"https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/","og_site_name":"Prof. Dr. Jo\u00e3o Roberto Bertini Junior","article_modified_time":"2024-12-16T12:38:17+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/","url":"https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/","name":"Publications - Prof. Dr. Jo\u00e3o Roberto Bertini Junior","isPartOf":{"@id":"https:\/\/wordpress.ft.unicamp.br\/bertini\/#website"},"datePublished":"2019-06-13T14:17:08+00:00","dateModified":"2024-12-16T12:38:17+00:00","breadcrumb":{"@id":"https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/wordpress.ft.unicamp.br\/bertini\/publications\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/wordpress.ft.unicamp.br\/bertini\/"},{"@type":"ListItem","position":2,"name":"Publications"}]},{"@type":"WebSite","@id":"https:\/\/wordpress.ft.unicamp.br\/bertini\/#website","url":"https:\/\/wordpress.ft.unicamp.br\/bertini\/","name":"Prof. Dr. Jo\u00e3o Roberto Bertini Junior","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/wordpress.ft.unicamp.br\/bertini\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/pages\/14","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/comments?post=14"}],"version-history":[{"count":6,"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":122,"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/pages\/14\/revisions\/122"}],"wp:attachment":[{"href":"https:\/\/wordpress.ft.unicamp.br\/bertini\/wp-json\/wp\/v2\/media?parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}