{"id":1054,"date":"2023-01-30T14:09:41","date_gmt":"2023-01-30T14:09:41","guid":{"rendered":"https:\/\/csbc.sbc.org.br\/2023\/?page_id=1054"},"modified":"2023-07-18T18:12:56","modified_gmt":"2023-07-18T18:12:56","slug":"bwaif","status":"publish","type":"page","link":"https:\/\/csbc.sbc.org.br\/2023\/bwaif\/","title":{"rendered":"BWAIF"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1054\" class=\"elementor elementor-1054\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39ceafef e-flex e-con-boxed e-con e-parent\" data-id=\"39ceafef\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;background_video_link&quot;:&quot;https:\\\/\\\/csbc.sbc.org.br\\\/2023\\\/wp-content\\\/uploads\\\/2023\\\/01\\\/O-Circuito-27725.mp4&quot;,&quot;background_play_on_mobile&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-background-video-container\">\n\t\t\t\t\t\t\t<video class=\"elementor-background-video-hosted\" role=\"presentation\" autoplay muted playsinline loop><\/video>\n\t\t\t\t\t<\/div>\t\t<div class=\"elementor-element elementor-element-d50e176 elementor-widget elementor-widget-heading\" data-id=\"d50e176\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">BWAIF - II Brazilian Workshop on Artificial Intelligence in Finance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22bf223f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"22bf223f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5884282 e-flex e-con-boxed e-con e-parent\" data-id=\"5884282\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a927925 elementor-widget__width-inherit e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"a927925\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"177371429\" aria-label=\"Abas. Abra itens com &quot;Enter&quot; ou &quot;Espa\u00e7o&quot;, feche com &quot;Escape&quot; e navegue usando as teclas de &quot;Seta&quot;.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-1773714291\" data-tab-title-id=\"e-n-tab-title-1773714291\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-1773714291\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tSobre o evento\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1773714292\" data-tab-title-id=\"e-n-tab-title-1773714292\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1773714292\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tT\u00f3picos de Interesse\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1773714293\" data-tab-title-id=\"e-n-tab-title-1773714293\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1773714293\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tInstru\u00e7\u00f5es para submiss\u00e3o\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1773714294\" data-tab-title-id=\"e-n-tab-title-1773714294\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1773714294\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tDatas importantes\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1773714295\" data-tab-title-id=\"e-n-tab-title-1773714295\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"false\" data-tab-index=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1773714295\" style=\"--n-tabs-title-order: 5;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tInscri\u00e7\u00e3o de autores\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1773714296\" data-tab-title-id=\"e-n-tab-title-1773714296\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"false\" data-tab-index=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1773714296\" style=\"--n-tabs-title-order: 6;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tPublica\u00e7\u00e3o de trabalhos\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1773714297\" data-tab-title-id=\"e-n-tab-title-1773714297\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"false\" data-tab-index=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1773714297\" style=\"--n-tabs-title-order: 7;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tPrograma\u00e7\u00e3o\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1773714298\" data-tab-title-id=\"e-n-tab-title-1773714298\" class=\"e-n-tab-title elementor-animation-sink\" aria-selected=\"false\" data-tab-index=\"8\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1773714298\" style=\"--n-tabs-title-order: 8;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tOrganiza\u00e7\u00e3o\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-1773714291\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714291\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-d4b1dc7 e-con-full e-flex e-con e-parent\" data-id=\"d4b1dc7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-01df104 elementor-widget elementor-widget-text-editor\" data-id=\"01df104\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Os avan\u00e7os da Intelig\u00eancia Artificial (IA), e em especial do Aprendizado de M\u00e1quina (AM), est\u00e3o sendo percebidos em toda a sociedade e em nossa economia, com alguns dos impactos mais significativos na \u00e1rea das finan\u00e7as: incluindo mercados financeiros, servi\u00e7os financeiros e o sistema financeiro global, de forma mais ampla.\u00a0<\/p><p>O Brazilian Workshop on Artificial Intelligence in Finance (BWAIF), que ter\u00e1 sua segunda edi\u00e7\u00e3o como evento sat\u00e9lite do XLIII Congresso da Sociedade Brasileira de Computa\u00e7\u00e3o, ser\u00e1 um f\u00f3rum para pesquisadores, profissionais, educadores e estudantes apresentarem e discutirem as inova\u00e7\u00f5es, tend\u00eancias, experi\u00eancias e evolu\u00e7\u00e3o nos campos da Intelig\u00eancia Artificial e de suas aplica\u00e7\u00f5es em Finan\u00e7as.\u00a0<\/p><p>O BWAIF ocorrer\u00e1 como um evento Sat\u00e9lite do Congresso da SBC, cujo tema em 2023 \u00e9 o \u201cOportunidades e desafios da integra\u00e7\u00e3o dos mundos f\u00edsico e digital\u201d, tem enorme rela\u00e7\u00e3o com o desenvolvimento de uma sociedade que utiliza recursos digitais para transa\u00e7\u00f5es financeiras, onde grandes institui\u00e7\u00f5es t\u00eam focado parte de seus recursos para o desenvolvimento de plataformas \u201cfigitais\u201d, que implica na converg\u00eancia das a\u00e7\u00f5es nas vertentes f\u00edsica, digital e social das organiza\u00e7\u00f5es.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1773714292\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714292\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-8a4678d e-con-full e-flex e-con e-parent\" data-id=\"8a4678d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c1dca1d elementor-widget elementor-widget-text-editor\" data-id=\"c1dca1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>S\u00e3o de interesse todos os trabalhos que n\u00e3o foram publicadas anteriormente e que apresentem novas ideias, discuss\u00f5es sobre trabalhos existentes, estudos pr\u00e1ticos e experimentos relevantes para a aplica\u00e7\u00e3o da Intelig\u00eancia Artificial na \u00e1rea financeira. Os t\u00f3picos de interesse incluem, mas n\u00e3o se limitam a:<\/p><ul><li>AI e Criptomoedas;<\/li><li>T\u00e9cnicas de IA para tomada de decis\u00f5es financeiras;<\/li><li>T\u00e9cnicas de IA para previs\u00e3o financeira;<\/li><li>T\u00e9cnicas de IA para an\u00e1lise de portf\u00f3lio;<\/li><li>T\u00e9cnicas de IA para simula\u00e7\u00e3o de mercados, economias e outros sistemas financeiros;<\/li><li>T\u00e9cnicas de IA para avalia\u00e7\u00e3o e gest\u00e3o de riscos;<\/li><li>An\u00e1lise computacional dos cen\u00e1rios financeiros;<\/li><li>\u00c9tica e equidade da IA em finan\u00e7as;<\/li><li>Explica\u00e7\u00e3o, interpretabilidade e confiabilidade dos sistemas de IA usados em finan\u00e7as;<\/li><li>Infraestrutura para apoiar pesquisa de IA em finan\u00e7as;<\/li><li>Sistemas multi-agentes e suas aplica\u00e7\u00f5es em finan\u00e7as;<\/li><li>Processamento de Linguagem Natural e suas aplica\u00e7\u00f5es em finan\u00e7as;<\/li><li>Robustez, seguran\u00e7a e privacidade dos sistemas de IA em finan\u00e7as;<\/li><li>Regula\u00e7\u00e3o computacional e conformidade em Finan\u00e7as;<\/li><li>Quantifica\u00e7\u00e3o de robustez e incerteza para modelos de IA em finan\u00e7as;<\/li><li>Dados Sint\u00e9ticos e benchmarks para pipelines de IA para aplica\u00e7\u00f5es financeiras;<\/li><li>Aplica\u00e7\u00f5es em geral de IA na \u00e1rea de finan\u00e7as;<\/li><li>Algoritmos Inteligentes de Negocia\u00e7\u00e3o.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1773714293\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714293\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-cd937db e-con-full e-flex e-con e-parent\" data-id=\"cd937db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4576255 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"4576255\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Os artigos s\u00e3o limitados a doze (12) p\u00e1ginas, incluindo texto, refer\u00eancias, ap\u00eandices, tabelas e figuras. Os artigos devem possuir um resumo de no m\u00e1ximo 300 palavras, al\u00e9m das palavras chaves. Os artigos podem ser escritos em portugu\u00eas ou ingl\u00eas, usando o estilo de artigo da SBC, dispon\u00edvel em:\u00a0<\/p><p><a href=\"http:\/\/www.sbc.org.br\/documentos-da-sbc\/summary\/169-templates-para-artigos-e-capitulos-de-livros\/878-modelosparapublicaodeartigos\"><strong>http:\/\/www.sbc.org.br\/documentos-da-sbc\/summary\/169-templates-para-artigos-e-capitulos-de-livros\/878-modelosparapublicaodeartigos<\/strong><\/a><\/p><p>Os trabalhos escritos em portugu\u00eas devem obrigatoriamente possuir t\u00edtulo, resumo e palavras chaves em ingl\u00eas. As submiss\u00f5es dever\u00e3o ser realizadas online usando o sistema JEMS:<strong>\u00a0<a href=\"https:\/\/jems.sbc.org.br\/bwaif2023\">https:\/\/jems.sbc.org.br\/bwaif2023<\/a><br \/><\/strong><br \/>O processo de revis\u00e3o ser\u00e1 duplo-cego (nomes e institui\u00e7\u00f5es dos autores devem ser omitidos nos artigos). Todos os trabalhos submetidos ser\u00e3o revisados por pelo menos dois especialistas da \u00e1rea. Os autores dos trabalhos aceitos ser\u00e3o convidados a apresentar seus trabalhos em uma apresenta\u00e7\u00e3o oral ou em uma sess\u00e3o de p\u00f4ster. Todos os trabalhos aceitos ser\u00e3o publicados eletronicamente na biblioteca aberta da SBC, a SBC Open Lib SOL:<strong>\u00a0<a href=\"https:\/\/sol.sbc.org.br\/\">https:\/\/sol.sbc.org.br<\/a><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1773714294\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714294\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-c42398a e-con-full e-flex e-con e-parent\" data-id=\"c42398a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72df935 elementor-widget elementor-widget-text-editor\" data-id=\"72df935\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Limite para submiss\u00e3o dos trabalhos: <del>05\/03\/2023\u00a0 <\/del>\u00a0 &#8211;\u00a0 <del>20\/03\/2023 <\/del>\u00a0 &#8211;\u00a0 05\/04\/2023 (Final)<\/li><li>Notifica\u00e7\u00e3o dos trabalhos selecionados: <del>05\/05<\/del>\u00a0 &#8211; 20\/05\/2023<\/li><li>Data limite para envio das vers\u00f5es finais dos trabalhos: <del>16\/05<\/del>\u00a0 &#8211;\u00a0 28\/05\/2023<\/li><li>Prazo de inscri\u00e7\u00e3o autores(as): <del>16\/05<\/del>\u00a0 &#8211;\u00a0 05\/07\/2023<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1773714295\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714295\" data-tab-index=\"5\" style=\"--n-tabs-title-order: 5;\" class=\" elementor-element elementor-element-88bed29 e-con-full e-flex e-con e-parent\" data-id=\"88bed29\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f9f087c elementor-widget elementor-widget-text-editor\" data-id=\"f9f087c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Para que um artigo aceito seja apresentado e inclu\u00eddo nos anais do evento, \u00e9 necess\u00e1rio que ao menos um dos autores do artigo realize a sua inscri\u00e7\u00e3o no evento independente da categoria.. Cada inscri\u00e7\u00e3o d\u00e1 direito \u00e0 publica\u00e7\u00e3o de um \u00fanico artigo, considerando qualquer um dos eventos-base ou eventos-sat\u00e9lite do CSBC. Autores com mais de um artigo aprovado em qualquer evento do CSBC dever\u00e3o pagar uma \u201ctaxa de publica\u00e7\u00e3o\u201d por artigo adicional. O valor dessa taxa pode ser visto na p\u00e1gina de inscri\u00e7\u00f5es do CSBC 2023.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1773714296\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714296\" data-tab-index=\"6\" style=\"--n-tabs-title-order: 6;\" class=\" elementor-element elementor-element-a7f1896 e-con-full e-flex e-con e-parent\" data-id=\"a7f1896\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a2f719b elementor-widget elementor-widget-text-editor\" data-id=\"a2f719b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Os artigos aceitos ser\u00e3o publicados na SBC Open Lib, a biblioteca digital da SBC, na s\u00e9rie Anais do Brazilian Workshop on Artificial Intelligence in Finance (BWAIF),\u00a0 dispon\u00edvel em <strong><a href=\"https:\/\/sol.sbc.org.br\/index.php\/bwaif\">https:\/\/sol.sbc.org.br\/index.php\/bwaif<\/a>.<\/strong>\u00a0Todos os artigos ser\u00e3o indexados com DOI.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1773714297\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714297\" data-tab-index=\"7\" style=\"--n-tabs-title-order: 7;\" class=\" elementor-element elementor-element-2223bf1 e-con-full e-flex e-con e-parent\" data-id=\"2223bf1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f673c3c elementor-widget elementor-widget-text-editor\" data-id=\"f673c3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table width=\"1311\"><tbody><tr><td colspan=\"4\" width=\"1311\">Programa\u00e7\u00e3o do 2o BWAIF &#8211; Congresso da SBC<\/td><\/tr><tr><td colspan=\"4\">Local: Sala Po\u00e7o<\/td><\/tr><tr><td colspan=\"4\">Segunda Feira &#8211; 07 de agosto de 2023<\/td><\/tr><tr><td colspan=\"4\">\u00a0<\/td><\/tr><tr><td>09:00 &#8211; 09:30<\/td><td>Opening<\/td><td width=\"636\">Opening of the BWAIF<\/td><td width=\"425\">Reinaldo Bianchi<\/td><\/tr><tr><td rowspan=\"2\">09:30 &#8211; 10:30<\/td><td rowspan=\"2\">Trading Systems<\/td><td width=\"636\">Buying and Selling Decision in the Brazilian Stock Exchange Financial Market by a Neuro Fuzzy Network (NFN) Applied to the Hurwicz Criterion<\/td><td width=\"425\">Gabriel Rosa, Pedro Pereira, Alisson Silva, Charlene Resende<\/td><\/tr><tr><td width=\"636\">Sistema de tomada de decis\u00e3o no mercado de a\u00e7\u00f5es utilizando aprendizado de m\u00e1quina<\/td><td width=\"425\">Thiago Souza Santos, Oswaldo Costa<\/td><\/tr><tr><td>10:30 &#8211; 11:00<\/td><td>Coffee Break<\/td><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td>11:00 &#8211; 12:30<\/td><td>Invited Speaker<\/td><td width=\"636\">Palestra Convidada: Intelig\u00eancia Artificial no Banco BTG Pactual<\/td><td width=\"425\">Ant\u00f4nio Busson &#8211; BTG Pactual<\/td><\/tr><tr><td>12:30 &#8211; 14:00<\/td><td>Lunch Break<\/td><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td rowspan=\"3\">14:00 &#8211; 15:30<\/td><td rowspan=\"3\">NLP<\/td><td width=\"636\">FinBERT-PT-BR: Sentiment Analysis of Texts in Portuguese from the Financial Market<\/td><td width=\"425\">Lucas Santos, Reinaldo Bianchi, Anna Helena Reali Costa<\/td><\/tr><tr><td width=\"636\">GreenAI An NLP approach to ESG financing<\/td><td width=\"425\">Nicolaas Ruberg, Rafael Pereira, Mauro Stein<\/td><\/tr><tr><td width=\"636\">Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer<\/td><td width=\"425\">Antonio Busson, Rafael Rocha, Rennan Gaio, Rafael Paiva, Ivan Pereira, Daniel de Sousa Moraes, S\u00e9rgio Colcher<\/td><\/tr><tr><td rowspan=\"3\">15:30 &#8211; 17:00<\/td><td rowspan=\"3\">Decision Making<\/td><td width=\"636\">An Intelligent Model for Generating Indications of Tax Gap in Service Companies<\/td><td width=\"425\">Jos\u00e9 Wellington Franco, Vladia Pinheiro<\/td><\/tr><tr><td width=\"636\">An\u00e1lise do impacto da sintonia de par\u00e2metros de heur\u00edsticas de compra e venda de a\u00e7\u00f5es<\/td><td width=\"425\">Renato Rodrigues Chaves Pereira Ferri, Lucas Santos Rodrigues, Daniel Dalip, Andr\u00e9 da Cruz<\/td><\/tr><tr><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td>17:00 &#8211; 18:00<\/td><td>Coffee Break<\/td><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td>20:00 &#8211; 21:00<\/td><td>Abertura do CSBC<\/td><td width=\"636\">Sala Tambaba<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td>21:00 &#8211; 22:00<\/td><td>Coquetel de Abertura<\/td><td width=\"636\">Pavilh\u00e3o\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td colspan=\"4\">\u00a0<\/td><\/tr><tr><td colspan=\"4\">Ter\u00e7a Feira &#8211; 08 de agosto de 2023<\/td><\/tr><tr><td colspan=\"4\">\u00a0<\/td><\/tr><tr><td rowspan=\"3\">09:00 &#8211; 10:30<\/td><td rowspan=\"3\">Portfolio<\/td><td width=\"636\">POE: A General Portfolio Optimization Environment for FinRL<\/td><td width=\"425\">Caio Costa, Anna Helena Reali Costa<\/td><\/tr><tr><td width=\"636\">Multistage, Multiswarm Particle Swarm Optimization for Investment Portfolio Selection<\/td><td width=\"425\">Thales Dal Molim, Francisco Carlos Souza<\/td><\/tr><tr><td width=\"636\">Applying spatial clustering algorithms to find discrepancies in property databases<\/td><td width=\"425\">Virg\u00ednia de Queiroz, Lara Sucupira Furtado, Vl\u00e1dia Pinheiro<\/td><\/tr><tr><td>10:30 &#8211; 11:00<\/td><td>Coffee Break<\/td><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td>11:00 &#8211; 12:30<\/td><td>Mesa Redonda<\/td><td width=\"636\">O Futuro do Uso da Intelig\u00eancia Artificial em Finan\u00e7as<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td>12:30 &#8211; 14:00<\/td><td>Lunch break<\/td><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td rowspan=\"3\">14:00 &#8211; 15:30<\/td><td rowspan=\"3\">Prediction<\/td><td width=\"636\">Predicting Real Estate Funds: A Comparative Study of Machine Learning and Time Series Methods<\/td><td width=\"425\">Henrique Diniz, Paulo Silva, Fabr\u00edcio Silva<\/td><\/tr><tr><td width=\"636\">Short-term prediction for Ethereum with Deep Neural Networks and Statistical Validation Test<\/td><td width=\"425\">Eduardo Costa Lopes, Reinaldo Bianchi<\/td><\/tr><tr><td width=\"636\">Stock Price Time Series Forecasting Using Transformers<\/td><td width=\"425\">Lorenzo Costa, Alexei Machado<\/td><\/tr><tr><td>15:30 &#8211; 17:00<\/td><td>Closing Remarks<\/td><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><tr><td>17:00 &#8211; 18:00<\/td><td>Coffee Break<\/td><td width=\"636\">\u00a0<\/td><td width=\"425\">\u00a0<\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1773714298\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1773714298\" data-tab-index=\"8\" style=\"--n-tabs-title-order: 8;\" class=\" elementor-element elementor-element-4886012 e-con-full e-flex e-con e-parent\" data-id=\"4886012\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88e880a elementor-widget elementor-widget-text-editor\" data-id=\"88e880a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #000021;\"><strong>Organizadores Gerais:<\/strong><\/span><\/p><p>Prof. Dr. Reinaldo Augusto da Costa Bianchi,\u00a0Centro Universit\u00e1rio FEI. \u2013 rbianchi@fei.edu.br<\/p><p><span style=\"color: #000021;\"><strong>Organizadores do Comit\u00ea de Programa:<\/strong><\/span><\/p><p>Profa. Dra. Anna Helena Reali Costa, Universidade de S\u00e3o Paulo \u2013 anna.reali@usp.br<\/p><p><span style=\"color: #000021;\"><strong>Organizador\u00a0 local:<\/strong><\/span><\/p><p>Em constru\u00e7\u00e3o<\/p><p><span style=\"color: #000021;\"><strong>Comit\u00ea de Programa (TPC):<\/strong><\/span><\/p><table cellspacing=\"0\" cellpadding=\"0\"><tbody><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=3278\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D3278&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw1rGVutyGwrk37BnZDkEHPx\">Andr\u00e9 Ponce de Leon F de Carvalho<\/a><\/p><\/td><td valign=\"top\"><p>ICMC-USP\/S.Carlos<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=101867\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D101867&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw0HUbOV2ubriWeOtFG_1t_2\">Danilo Perico<\/a><\/p><\/td><td valign=\"top\"><p>Centro Universit\u00e1rio FEI<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=9566\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D9566&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw10ABmVOTd3tZN15t8DUQfA\">Evandro Ruiz<\/a><\/p><\/td><td valign=\"top\"><p>Universidade de S\u00e3o Paulo<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=254101\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D254101&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw2g4F5zLCaizg3rP5HKhgdO\">Herbert Kimura<\/a><\/p><\/td><td valign=\"top\"><p>University of Brasilia<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=150974\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D150974&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw27_9Rpgt9uMTGSmjypvWCS\">Isaac da Silva<\/a><\/p><\/td><td valign=\"top\"><p>Centro Universit\u00e1rio FEI<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=261486\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D261486&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw1Og1pDN82zHdrY8pl7MfOf\">Leandro Maciel<\/a><\/p><\/td><td valign=\"top\"><p>University of Sao Paulo<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=98856\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D98856&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw3LWYfHcPaC_ykVH35LY-34\">Leila Bergamasco<\/a><\/p><\/td><td valign=\"top\"><p>FEI University Center<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=254103\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D254103&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw3_QANYLMpahR1-5jvcDtYm\">Marcelo Klotzle<\/a><\/p><\/td><td valign=\"top\"><p>PUC Rio<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=1271\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D1271&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw0iXbQrUjBZZsRQfPD-uhAP\">Paulo Andre Castro<\/a><\/p><\/td><td valign=\"top\"><p>Instituto Tecnologico de Aeronautica (ITA)<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=5360\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D5360&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw0j975D6pD2wJW5M9rWewXA\">Ricardo Destro<\/a><\/p><\/td><td valign=\"top\"><p>Centro Universit\u00e1rio FEI<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=260984\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D260984&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw299lOSb3Xm1BvzbATh6c4u\">Robert Iquiapaza<\/a><\/p><\/td><td valign=\"top\"><p>UFMG<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=5678\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D5678&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw0OkWf0KKfDbGcsh1ABzcG-\">Rosangela Ballini<\/a><\/p><\/td><td valign=\"top\"><p>University of Campinas<\/p><\/td><\/tr><tr><td valign=\"top\"><p><a href=\"https:\/\/jems.sbc.org.br\/PersonShow.cgi?c=4255&amp;who=54736\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/jems.sbc.org.br\/PersonShow.cgi?c%3D4255%26who%3D54736&amp;source=gmail&amp;ust=1679609079334000&amp;usg=AOvVaw3Hc0zRJb3WoQ5rOXSUSfAw\">Thiago Homem<\/a><\/p><\/td><td valign=\"top\"><p>Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia de S\u00e3o Paulo<\/p><\/td><\/tr><\/tbody><\/table><p><span style=\"color: #000021;\"><strong>Contato para d\u00favidas:<\/strong><\/span><\/p><p>Prof. Dr. Reinaldo A. C. Bianchi \u2013 rbianchi@fei.edu.br<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Sobre o evento T\u00f3picos de Interesse Instru\u00e7\u00f5es para submiss\u00e3o Datas importantes Inscri\u00e7\u00e3o de autores Publica\u00e7\u00e3o de trabalhos Programa\u00e7\u00e3o Organiza\u00e7\u00e3o Sobre o evento Os avan\u00e7os da Intelig\u00eancia Artificial (IA), e em especial do Aprendizado de M\u00e1quina (AM), est\u00e3o sendo percebidos em toda a sociedade e em nossa economia, com alguns dos impactos mais significativos na \u00e1rea [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"folder":[12],"class_list":["post-1054","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages\/1054","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/comments?post=1054"}],"version-history":[{"count":29,"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages\/1054\/revisions"}],"predecessor-version":[{"id":3428,"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/pages\/1054\/revisions\/3428"}],"wp:attachment":[{"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/media?parent=1054"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/csbc.sbc.org.br\/2023\/wp-json\/wp\/v2\/folder?post=1054"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}