{"id":3213,"date":"2021-12-15T11:28:20","date_gmt":"2021-12-15T14:28:20","guid":{"rendered":"https:\/\/csbc.sbc.org.br\/2022\/?page_id=3213"},"modified":"2022-07-27T11:44:17","modified_gmt":"2022-07-27T14:44:17","slug":"bresci","status":"publish","type":"page","link":"https:\/\/csbc.sbc.org.br\/2022\/bresci\/","title":{"rendered":"BreSci"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3213\" class=\"elementor elementor-3213\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3ce9014 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ce9014\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;shape_divider_bottom&quot;:&quot;waves&quot;,&quot;background_video_link&quot;:&quot;http:\\\/\\\/www.emanuelmachado.com.br\\\/Video - CSBC 2022.mp4&quot;,&quot;background_video_start&quot;:17,&quot;background_play_on_mobile&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-background-video-container\">\n\t\t\t\t\t\t\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\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\n\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\n\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8c9fc30\" data-id=\"8c9fc30\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b126080 elementor-widget elementor-widget-heading\" data-id=\"b126080\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">BreSci<span style=\"font-size:20px;padding-top:20px\">\n\nXVI Brazilian e-Science Workshop\n\n<\/span><\/h1>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4aa844b elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"4aa844b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-28bde77\" data-id=\"28bde77\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de77726 elementor-widget elementor-widget-image\" data-id=\"de77726\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/csbc.sbc.org.br\/2022\/wp-content\/uploads\/2021\/07\/curva-2022.png\" title=\"curva-2022\" alt=\"curva-2022\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fb68964 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fb68964\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d9233d2\" data-id=\"d9233d2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-07e971a elementor-widget elementor-widget-html\" data-id=\"07e971a\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"programacao\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">\nPrograma\u00e7\u00e3o\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08e6c87 elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"08e6c87\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t            <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-08e6c87\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"08e6c87\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n            <div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"div-classrowdiv-classcol-3-horab-classdia03bb-classmesagostobb-classhora20915bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst1-bioinformticamedicinab-classautorbspandivdiv\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-9332\"><span class=\"eael-accordion-tab-title\"><div class=\"row\"><div class=\"col-3 hora\"><b class=\"dia\">03<\/b><b class=\"mes\">Agosto<\/b><b class=\"hora2\">09:15<\/b><\/div><div class=\"col-9 t1\" style=\"padding-top: 30px!important\"><b class=\"tipo1\">SESS\u00c3O T\u00c9CNICA<\/b><span class=\"titulo\" style=\"line-height:25px\">ST1 - Bioinform\u00e1tica\/Medicina<b class=\"autor\"><\/b><\/span><\/div><\/div><\/span><i aria-hidden=\"true\" class=\"fa-toggle fas fa-angle-down\"><\/i><\/div><div id=\"elementor-tab-content-9332\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"div-classrowdiv-classcol-3-horab-classdia03bb-classmesagostobb-classhora20915bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst1-bioinformticamedicinab-classautorbspandivdiv\"><table dir=\"ltr\"><colgroup> <col \/><\/colgroup><tbody><tr><td><div><div>Integration of Sabio-RK to the Reactome Graph Database for Efficient Gathering of Cell Signaling Pathways<br \/><strong>Ronaldo Nogueira de Sousa, Marcelo Batista de Lima Junior, Cristiano Campos, Vivian Constantino, C\u00e1ssia Sanctos, Hugo Aguirre Armelin, Marcelo Da Silva Reis<\/strong><\/div><\/div><\/td><\/tr><tr><td><div><div>HTP SurflexDock: a web tool for Structure-Based Virtual Screening analysis based on the Ensemble Docking protocol<br \/><strong>Jo\u00e3o Luiz de Almeida Filho, Jorge H. Fernandez<\/strong><\/div><\/div><\/td><\/tr><tr><td><div><div>Aprendizado Ativo Aplicado ao Diagn\u00f3stico de Les\u00f5es Dermatol\u00f3gicas<br \/><strong>Lucas Batista, Fernando Cruz, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito<\/strong><\/div><\/div><\/td><\/tr><\/tbody><\/table><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"div-classrowdiv-classcol-3-horab-classdia03bb-classmesagostobb-classhora21100bdivdiv-classcol-7-t1b-classtipo1palestrabspan-classtitulocomparao-paralela-de-sequncias-biolgicas-longas-em-supercomputadores-e-cloud-desafios-e-questes-em-abertob-classautoralba-melo-unbbspandivdiv-classcol-2-fotoimg-srchttpscsbcsbcorgbr2022wp-contentuploads202206alba-melojpeg-divdiv\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"3\" aria-controls=\"elementor-tab-content-9333\"><span class=\"eael-accordion-tab-title\"><div class=\"row\"><div class=\"col-3 hora\"><b class=\"dia\">03<\/b><b class=\"mes\">Agosto<\/b><b class=\"hora2\">11:00<\/b><\/div><div class=\"col-7 t1\"><b class=\"tipo1\">PALESTRA<\/b><span class=\"titulo\">Compara\u00e7\u00e3o Paralela de Sequ\u00eancias Biol\u00f3gicas Longas em Supercomputadores e Cloud: Desafios e Quest\u00f5es em Aberto<b class=\"autor\">Alba Melo (UnB)<\/b><\/span><\/div><div class=\"col-2 foto\"><img decoding=\"async\" src=\"https:\/\/csbc.sbc.org.br\/2022\/wp-content\/uploads\/2022\/06\/Alba-Melo.jpeg\"><\/div><\/div><\/span><i aria-hidden=\"true\" class=\"fa-toggle fas fa-angle-down\"><\/i><\/div><div id=\"elementor-tab-content-9333\" class=\"eael-accordion-content clearfix\" data-tab=\"3\" aria-labelledby=\"div-classrowdiv-classcol-3-horab-classdia03bb-classmesagostobb-classhora21100bdivdiv-classcol-7-t1b-classtipo1palestrabspan-classtitulocomparao-paralela-de-sequncias-biolgicas-longas-em-supercomputadores-e-cloud-desafios-e-questes-em-abertob-classautoralba-melo-unbbspandivdiv-classcol-2-fotoimg-srchttpscsbcsbcorgbr2022wp-contentuploads202206alba-melojpeg-divdiv\"><p>A compara\u00e7\u00e3o de sequ\u00eancias gen\u00e9ticas \u00e9 uma opera\u00e7\u00e3o fundamental da Bioinform\u00e1tica, sendo executada milhares de vezes, todos os dias, ao redor do mundo. O algoritmo Smith-Waterman (SW) \u00e9 um dos algoritmos mais usados para tal prop\u00f3sito pois obt\u00e9m o resultado \u00f3timo. No entanto, os tempos de execu\u00e7\u00e3o podem ser muito extensos para sequ\u00eancias longas, j\u00e1 que o algoritmo possui complexidade quadr\u00e1tica (O(n^2)), onde n \u00e9 o tamanho das sequ\u00eancias. De maneira a obter resultados mais r\u00e1pido, v\u00e1rias ferramentas que implementam estrat\u00e9gias paralelas foram propostas na literatura. Mesmo com esses avan\u00e7os, a compara\u00e7\u00e3o de cromossomos completos, compostos de centenas de milh\u00f5es de caracteres, com o algoritmo SW, ainda \u00e9 uma tarefa muito desafiadora, que requer alt\u00edssimo poder de computa\u00e7\u00e3o. Nessa palestra, apresentaremos primeiramente a nossa ferramenta paralela MASA-CUDAlign, que incorpora mecanismos sofisticados como execu\u00e7\u00e3o em paralelogramo, execu\u00e7\u00e3o ortogonal, poda de blocos, especula\u00e7\u00e3o e distribui\u00e7\u00e3o est\u00e1tica\/din\u00e2mica de trabalho. Vamos mostrar que, em 2016, a professora Alba Melo e seu aluno de doutorado Edans Sandes receberam o Pr\u00eamio Capes de Teses em Ci\u00eancia da Computa\u00e7\u00e3o pela ferramanta MASA-CUDAlign. Mostraremos tamb\u00e9m que, em 2021, a \u00faltima vers\u00e3o da nossa ferramenta (MASA-CUDAlign-MultiBP) obteve o melhor desempenho da literatura mundial, em um supercomputador com 512 GPUs (placas gr\u00e1ficas). A seguir, vamos apresentar os desafios para se executar a ferramenta MASA-CUDAlign na nuvem AWS, usando inst\u00e2ncias GPU do tipo spot. Ao final, discutiremos trabalhos que est\u00e3o sendo desenvolvidos e as quest\u00f5es em aberto.<\/p><div class=\"bio\"><h3 class=\"nome\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-medium wp-image-5127\" src=\"https:\/\/csbc.sbc.org.br\/2022\/wp-content\/uploads\/2022\/06\/Alba-Melo.jpeg\" alt=\"\" width=\"300\" height=\"293\" \/><br \/>Alba Melo<\/h3><h4 class=\"nome\">UnB<\/h4><p>Alba Cristina Magalh\u00e3es Alves de Melo concluiu sua Gradua\u00e7\u00e3o em Processamento de Dados em 1986 na Universidade de Bras\u00edlia (UnB), seu Mestrado em Ci\u00eancia da Computa\u00e7\u00e3o na UFRGS em 1991 e seu Doutorado em Inform\u00e1tica no Institut National Polytechnique de Grenoble (INPG), Fran\u00e7a, in 1996. Em 2008, Alba Melo fez posdoc na University of Ottawa, Canad\u00e1. Em 2011, ela foi Cientista Convidada na Universit\u00e9 Paris-Sud, Fran\u00e7a; em 2013 fez um Est\u00e1gio S\u00eanior na Universitat Polit\u00e8cnica de Catalunya, Espanha, e em 2018 foi Cientista Convidada no Institut National Polytechnique de Grenoble, Fran\u00e7a. Desde 1997, Alba Melo trabalha na Universidade de Bras\u00edlia (UnB), onde \u00e9 Professora Titular desde 2016. Atualmente, ela \u00e9 Pesquisadora PQ 1C do CNPq, IEEE Senior Member e Conselheira da Sociedade Brasileira de Computa\u00e7\u00e3o (SBC). Seus interesses de pesquisa incluem: computa\u00e7\u00e3o de alto desempenho, computa\u00e7\u00e3o em cloud e bioinform\u00e1tica. Alba Melo orientou 7 Teses de Doutorado e 23 Disserta\u00e7\u00f5es de Mestrado al\u00e9m de diversos trabalhos de Gradua\u00e7\u00e3o e de Inicia\u00e7\u00e3o Cient\u00edfica, todos conclu\u00eddos com sucesso. Uma das Teses orientadas pela Prof. Alba recebeu o Pr\u00eamio Capes de Tese em Ci\u00eancia da Computa\u00e7\u00e3o em 2016. Alba Melo possui uma atua\u00e7\u00e3o intensa nas comunidades internacional e nacional de computa\u00e7\u00e3o de alto desempenho, tendo sido program chair\/track chair das confer\u00eancias internacionais (IEEE IPDPS e Supercomputing) e nacionais (SBAC-PAD) mais prestigiosas da \u00e1rea . A Prof. Alba \u00e9 tamb\u00e9m Editora Associada dos peri\u00f3dicos IEEE Transactions on Computers, Journal of Parallel and Distributed Computing e Future Generation Computer Systems.<\/p><\/div><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"div-classrowdiv-classcol-3-horab-classdia03bb-classmesagostobb-classhora21400bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst2-aprendizado-de-mquina-ib-classautorbspandivdiv\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"4\" aria-controls=\"elementor-tab-content-9334\"><span class=\"eael-accordion-tab-title\"><div class=\"row\"><div class=\"col-3 hora\"><b class=\"dia\">03<\/b><b class=\"mes\">Agosto<\/b><b class=\"hora2\">14:00<\/b><\/div><div class=\"col-9 t1\" style=\"padding-top: 30px!important\"><b class=\"tipo1\">SESS\u00c3O T\u00c9CNICA<\/b><span class=\"titulo\" style=\"line-height:25px\">ST2 - Aprendizado de M\u00e1quina (I)<b class=\"autor\"><\/b><\/span><\/div><\/div><\/span><i aria-hidden=\"true\" class=\"fa-toggle fas fa-angle-down\"><\/i><\/div><div id=\"elementor-tab-content-9334\" class=\"eael-accordion-content clearfix\" data-tab=\"4\" aria-labelledby=\"div-classrowdiv-classcol-3-horab-classdia03bb-classmesagostobb-classhora21400bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst2-aprendizado-de-mquina-ib-classautorbspandivdiv\"><table dir=\"ltr\"><colgroup> <col \/><\/colgroup><tbody><tr><td><div><div>Satellite images and deep learning for the prediction of socioeconomic indicators in the Vale do Ribeira<br \/><strong>Jeaneth Machicao, Iago da Costa, Enrico Tri\u00f1anes, Pedro Luiz Pizzigatti Corr\u00eaa<\/strong><\/div><\/div><\/td><\/tr><tr><td><div><div>Identification of the North Brazil Current through spatial motifs in fixed time slices<br \/><strong>Ricardo Castro, Vinicius Monteiro, Rafaelli Coutinho, Heraldo Borges Filho, Eduardo Ogasawara<\/strong><\/div><\/div><\/td><\/tr><tr><td>Detec\u00e7\u00e3o de Discurso de \u00d3dio: Homofobia<br \/><strong>Andrey Souza, Eduardo Nakamura, Fab\u00edola Guerra Nakamura<\/strong><\/td><\/tr><tr><td><div><div>Classifica\u00e7\u00e3o Autom\u00e1tica de Peti\u00e7\u00f5es Iniciais Usando Classificadores Combinados<br \/><strong>Matheus Serr\u00e3o Marinato, Antonio Fernando Lavareda Jacob Junior, Fabio Lobato, Omar Cortes<\/strong><\/div><\/div><\/td><\/tr><\/tbody><\/table><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"div-classrowdiv-classcol-3-horab-classdia04bb-classmesagostobb-classhora20900bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst3-aprendizado-de-mquina-iib-classautorbspandivdiv\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"5\" aria-controls=\"elementor-tab-content-9335\"><span class=\"eael-accordion-tab-title\"><div class=\"row\"><div class=\"col-3 hora\"><b class=\"dia\">04<\/b><b class=\"mes\">Agosto<\/b><b class=\"hora2\">09:00<\/b><\/div><div class=\"col-9 t1\" style=\"padding-top: 30px!important\"><b class=\"tipo1\">SESS\u00c3O T\u00c9CNICA<\/b><span class=\"titulo\" style=\"line-height:25px\">ST3 - Aprendizado de M\u00e1quina (II)<b class=\"autor\"><\/b><\/span><\/div><\/div><\/span><i aria-hidden=\"true\" class=\"fa-toggle fas fa-angle-down\"><\/i><\/div><div id=\"elementor-tab-content-9335\" class=\"eael-accordion-content clearfix\" data-tab=\"5\" aria-labelledby=\"div-classrowdiv-classcol-3-horab-classdia04bb-classmesagostobb-classhora20900bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst3-aprendizado-de-mquina-iib-classautorbspandivdiv\"><table dir=\"ltr\"><colgroup> <col \/><\/colgroup><tbody><tr><td>Avalia\u00e7\u00e3o de abordagens semi-supervisionadas aplicadas a redes neurais convolucionais<br \/><strong>Cristiano Bassani, Priscila Tiemi Maeda Saito, Pedro Henrique Bugatti<\/strong><\/td><\/tr><tr><td>An\u00e1lise e Classifica\u00e7\u00e3o Autom\u00e1tica de N\u00f3dulos em Ra\u00edzes de Cultivares de Soja<br \/><strong>Eber Pacanhela, Artur Rondina, Marco Nogueira, Mariangela Hungria, Priscila Tiemi Maeda Saito, Fabr\u00edcio Lopes<\/strong><\/td><\/tr><tr><td>Avalia\u00e7\u00e3o de Sistemas de Reconhecimento de Fala Robustos a Ru\u00eddos Provenientes de Maquin\u00e1rio da Ind\u00fastria do Petr\u00f3leo<br \/><strong>Vin\u00edcius Nunes, Julio Duarte<\/strong><\/td><\/tr><\/tbody><\/table><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"div-classrowdiv-classcol-3-horab-classdia04bb-classmesagostobb-classhora21100bdivdiv-classcol-7-t1b-classtipo1palestrabspan-classtitulomlsystems-managing-data-and-machine-learning-modelb-classautorfabio-porto-lnccbspandivdiv-classcol-2-fotoimg-srchttpscsbcsbcorgbr2022wp-contentuploads202206fabiojpeg-divdiv\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"6\" aria-controls=\"elementor-tab-content-9336\"><span class=\"eael-accordion-tab-title\"><div class=\"row\"><div class=\"col-3 hora\"><b class=\"dia\">04<\/b><b class=\"mes\">Agosto<\/b><b class=\"hora2\">11:00<\/b><\/div><div class=\"col-7 t1\"><b class=\"tipo1\">PALESTRA<\/b><span class=\"titulo\">MLSystems: Managing Data and Machine-Learning Model<b class=\"autor\">Fabio Porto (LNCC)<\/b><\/span><\/div><div class=\"col-2 foto\"><img decoding=\"async\" src=\"https:\/\/csbc.sbc.org.br\/2022\/wp-content\/uploads\/2022\/06\/Fabio.jpeg\"><\/div><\/div><\/span><i aria-hidden=\"true\" class=\"fa-toggle fas fa-angle-down\"><\/i><\/div><div id=\"elementor-tab-content-9336\" class=\"eael-accordion-content clearfix\" data-tab=\"6\" aria-labelledby=\"div-classrowdiv-classcol-3-horab-classdia04bb-classmesagostobb-classhora21100bdivdiv-classcol-7-t1b-classtipo1palestrabspan-classtitulomlsystems-managing-data-and-machine-learning-modelb-classautorfabio-porto-lnccbspandivdiv-classcol-2-fotoimg-srchttpscsbcsbcorgbr2022wp-contentuploads202206fabiojpeg-divdiv\"><p>A constru\u00e7\u00e3o e disponibiliza\u00e7\u00e3o de modelos de aprendizado de m\u00e1quina (ML) e de aprendizado profundo (DL) t\u00eam modificado significativamente a atividade cient\u00edfica. A partir do processamento dos dados capturados por diversos instrumentos, modelos baseados em aprendizagem auxiliam cientistas em predi\u00e7\u00f5es sobre o comportamento de fen\u00f4menos, no diagn\u00f3stico de doen\u00e7as e mesmo na disponibiliza\u00e7\u00e3o de informa\u00e7\u00f5es para a popula\u00e7\u00e3o, como em modelos de classifica\u00e7\u00e3o de plantas. Com o crescente n\u00famero de aplica\u00e7\u00f5es para as t\u00e9cnica de ML e DL, surge a necessidade de sistemas que ap\u00f3iem o ciclo de vida de modelos e dados. Neste sentido, MLSystem \u00e9 uma classe de sistemas que apareceram recentemente com o objetivo de apoiar a constru\u00e7\u00e3o e disponibiliza\u00e7\u00e3o de modelos baseados em aprendizagem. As fun\u00e7\u00f5es cobertas por sistemas do tipo MLSystem variam um tanto, mas podemos considerar em geral uma ou mais funcionalidades, al\u00e9m da atividade de base de constru\u00e7\u00e3o de modelos, incluindo: pre-processamento de dados, Automa\u00e7\u00e3o param\u00e9trica, Sele\u00e7\u00e3o de Modelos, Combina\u00e7\u00e3o de modelos autom\u00e1tica etc. Al\u00e9m de apresentar de uma maneira abrangente essa classe de sistemas, nesta palestra apresentaremos tamb\u00e9m o sistema Gypscie que vem sendo desenvolvido no DEXL\/LNCC, assim como um de seus aspectos mais salientes associado \u00e0 composi\u00e7\u00e3o de modelos espa\u00e7o-temporais.<\/p><div class=\"bio\"><h3 class=\"nome\"><img decoding=\"async\" class=\"alignnone size-medium wp-image-5127\" src=\"https:\/\/csbc.sbc.org.br\/2022\/wp-content\/uploads\/2022\/06\/Fabio.jpeg\" alt=\"\" width=\"300\" height=\"293\" \/><br \/>Fabio Porto<\/h3><h4 class=\"nome\">LNCC<\/h4><p>Pesquisador do Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica desde 2009, onde fundou o Data Extreme Lab (DEXL). Foi Prof. Visitante na Universidade Nacional de Singapura, Departamento de Ci\u00eancia da Computa\u00e7\u00e3o, entre Mar\u00e7o e Julho de 2020. Tem forma\u00e7\u00e3o em Matem\u00e1tica, Modalidade Inform\u00e1tica, pela Universidade Estadual do Rio de Janeiro, em 1987, e Mestrado e Doutorado em Inform\u00e1tica pela PUC-Rio, em 1996 e 2001, respectivamente. Foi Posdoc na Ecole Polytechnique Federal de Lausanne, na Sui\u00e7a, entre 2004 e 2008. Tem como interesse de pesquisa a Ger\u00eancia e An\u00e1lise de Grandes Volumes de dados (Big Data), Ger\u00eancia de Modelos de Aprendizagem e Aprendizado Profundo. \u00c9 membro da ACM e SBC. Participa do comit\u00ea de programa das confer\u00eancias: VLDB 2021, SIGMOD2021 e SBBD 2022. Foi Coordenador Geral do Simp\u00f3sio Brasileiro de Banco de Dados em 2015 e Coordenador Geral da 44\u00aa International Conference on Very Large Data Bases, em 2018. O pesquisador \u00e9 membro do Comit\u00ea Diretivo da Comiss\u00e3o Especial de Banco de Dados (CEBD), foi coordenador de programa de artigos curtos e longos do SBBD, e coordenador geral da CEBD no per\u00edodo entre 2020-2021.<\/p><\/div><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"div-classrowdiv-classcol-3-horab-classdia04bb-classmesagostobb-classhora21400bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst4-arquiteturasferramentasb-classautorbspandivdiv\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"7\" aria-controls=\"elementor-tab-content-9337\"><span class=\"eael-accordion-tab-title\"><div class=\"row\"><div class=\"col-3 hora\"><b class=\"dia\">04<\/b><b class=\"mes\">Agosto<\/b><b class=\"hora2\">14:00<\/b><\/div><div class=\"col-9 t1\" style=\"padding-top: 30px!important\"><b class=\"tipo1\">SESS\u00c3O T\u00c9CNICA<\/b><span class=\"titulo\" style=\"line-height:25px\">ST4 - Arquiteturas\/Ferramentas<b class=\"autor\"><\/b><\/span><\/div><\/div><\/span><i aria-hidden=\"true\" class=\"fa-toggle fas fa-angle-down\"><\/i><\/div><div id=\"elementor-tab-content-9337\" class=\"eael-accordion-content clearfix\" data-tab=\"7\" aria-labelledby=\"div-classrowdiv-classcol-3-horab-classdia04bb-classmesagostobb-classhora21400bdivdiv-classcol-9-t1-stylepadding-top-30pximportantb-classtipo1-sesso-tcnicabspan-classtitulo-styleline-height25pxst4-arquiteturasferramentasb-classautorbspandivdiv\"><table dir=\"ltr\"><colgroup> <col \/><\/colgroup><tbody><tr><td>A Multi-Agent Architecture for Distributed Data Mining System<br \/><strong>Omar Cortes, Gustavo Oliveira, Josenildo da Silva, Luciano Coutinho<\/strong><\/td><\/tr><tr><td>Open Science-Based Framework for Controlled Experiments in Software Engineering<br \/><strong>Andr\u00e9 F. R. Cordeiro, Edson Oliveira Jr., Luiz Fernando Capretz<\/strong><\/td><\/tr><tr><td>Towards a graphical tool for modeling scientific workflows&#8217; provenance according to the W3C PROV standard<br \/><strong>Marcos Alves Vieira, Sergio Carvalho<\/strong><\/td><\/tr><tr><td>An Ontology for Supporting Digital Forensics Controlled Experiments: Early Stages of Development<br \/><strong>Thiago Silva, Edson Oliveira Jr.<\/strong><\/td><\/tr><\/tbody><\/table><\/div>\n\t\t\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d87d88d elementor-widget elementor-widget-html\" data-id=\"d87d88d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<style>\n#sembox1 .fa-toggle{\n    color:transparent;\n}\n\n.bio{\n    background:#f0f0f0;\n    padding:20px;\n    text-align:justify;\n    margin-top:20px;\n}\np{text-align:justify;}\n.bio img{\n    border-radius:100px;\n    width:80px;\n    float:left;\n       border-radius:100px;\n       border-bottom: 5px solid #005943;\n       margin:0;\n       margin-right:20px;\n       margin-bottom:20px;\n}\n\n.bio p{\n    clear:both;\n    border-top:1px solid #ccc;\n    padding-top:15px;\n}\n\n.bio h3{\n    color:#005943;\n    font-size:20px;\n    padding-bottom:0;\n    margin-bottom:5px;\n}\n.bio h4{\n    font-size:15px;\n    color:#333;\n}\n.bio strong{display:block;border-top:1px solid #ccc;\n    clear:both;\n    padding-top:10px;\n    margin-top:20px;\n}\n.nome{}\n.mes{\n    display:block;\n    font-weight: 400;\n    font-size:13px;\n    padding-bottom: 5px\n}\n.dia{\n    font-size:40px;\n    font-weight: bold\n}\n.hora2{\n    font-weight: 400;\n}\n .hora{\n     font-weight: 400;\n\n    margin-left: 12px;\ntext-align:center;\nborder: 1px solid #005943;\npadding-top:20px;\ncolor:#005943;\nmax-width:20%!important;\nbackground:#fff;\npadding-bottom:30px;\n }\n .titulo{\n\ndisplay:block; \npadding-top:11px;\n font-size:15px;\n     line-height: 17px\n }\n\n.t1{padding-right:0;\n    padding-top:10px;\n}\n.autor{\n    display:block;\n    color:#005943;\n    padding-top:5px;\n    font-size:13px;\n}\n.foto{\n    padding:10px;\n \n}\n.foto img{\n       border-radius:100px;\n       border-bottom: 5px solid #005943;\n}\n.tipo1{\n    \nfont-size:11px;    \nbackground:#005943;\ncolor:#fff;\npadding:3px 7px;\nborder-radius:50px;\nfont-weight: 400;\n;\nmargin-bottom:8px;\n}\n\ntd{    padding: 10px 10px;\n    border: 1px solid #f1f1f1;\n    border-bottom: 0;\n    border-left: 0;\n    background: #f2f2f2!important;\n    margin-top: 8px;\n    display: block;\n \n    border-left: 3px solid #005943!important;\n    border-radius: 50p;\n    color: #000;}\n    \n    td b, td strong{\n    color:#005943;\n    font-size:12px;\n} \n<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b58a292 elementor-widget elementor-widget-html\" data-id=\"b58a292\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"sobre\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Sobre o evento<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41e4e45 elementor-widget elementor-widget-text-editor\" data-id=\"41e4e45\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">O XVI Brazilian e-Science Workshop (BreSci) 2022 tem como objetivo colaborar com os esfor\u00e7os de e-Ci\u00eancia propondo um f\u00f3rum amplo de discuss\u00e3o sobre os temas envolvidos no desenvolvimento de infraestrutura de software em apoio \u00e0s ci\u00eancias como uma nova plataforma de pesquisa e experimenta\u00e7\u00e3o cient\u00edfica.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2c3aa2 elementor-widget elementor-widget-html\" data-id=\"e2c3aa2\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"chamada\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Chamada de Trabalhos<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da3186f elementor-widget elementor-widget-text-editor\" data-id=\"da3186f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">Nas u\u0301ltimas de\u0301cadas, observamos uma revoluc\u0327a\u0303o no desenvolvimento das cie\u0302ncias provocada pelo apoio de me\u0301todos computacionais. Os me\u0301todos computacionais te\u0302m se estabelecido como um terceiro pilar da cie\u0302ncia, ao lado da teoria e da experimentac\u0327a\u0303o. A cie\u0302ncia de apoio computacional a\u0300 experimentac\u0327a\u0303o cienti\u0301fica e\u0301 chamada de e-Cie\u0302ncia (do ingle\u0302s e-Science).<\/span><\/p><p><span style=\"font-weight: 400;\">Nesse novo modo de fazer ci\u00eancia, pesquisadores exploram grandes cole\u00e7\u00f5es de dados, al\u00e9m de utilizar, por meio de uma rede de alto desempenho, recursos computacionais em larga escala, que podem estar geograficamente distribu\u00eddos. Estas novas demandas imp\u00f5em grandes desafios a serem enfrentados, relacionados \u00e0 modelagem e ao gerenciamento de dados cient\u00edficos, software e de todo o conhecimento envolvido<\/span><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Recentes avan\u00e7os em pesquisa em Computa\u00e7\u00e3o \u2013 incluindo apoio \u00e0 modelagem de workflows em diferentes n\u00edveis de abstra\u00e7\u00e3o, ontologias, intelig\u00eancia artificial e aprendizado de m\u00e1quina, servi\u00e7os web sem\u00e2nticos, processamento de alto desempenho, computa\u00e7\u00e3o em nuvem, grades computacionais, modelagem de recursos, ger\u00eancia de componentes de software, banco de dados distribu\u00eddos e paralelos, proveni\u00eancia de dados e processos, curadoria de dados, entre outros \u2013 podem ajudar na solu\u00e7\u00e3o dos desafios de e-Science.<\/span><\/p><p><span style=\"font-weight: 400;\">O XVI Brazilian e-Science Workshop (BreSci) tem como objetivo colaborar com os esfor\u00e7os de e-Ci\u00eancia propondo um f\u00f3rum amplo de discuss\u00e3o sobre os temas envolvidos no desenvolvimento de infraestrutura de software em apoio \u00e0s ci\u00eancias como uma nova plataforma de pesquisa e experimenta\u00e7\u00e3o cient\u00edfica.<\/span><\/p><p><span style=\"font-weight: 400;\">Em 2022, al\u00e9m das contribui\u00e7\u00f5es de \u00e1reas tradicionais ligadas \u00e0 e-Ci\u00eancia, o workshop visa apoiar as iniciativas em Ci\u00eancia de Dados que possam ser transferidas para a melhoria das Ci\u00eancias. Dessa forma, o BreSci convida tamb\u00e9m pesquisadores e profissionais a enviarem suas contribui\u00e7\u00f5es relacionadas a projetos envolvendo a Ci\u00eancia de Dados, como uma das modernas vertentes de processamento, manipula\u00e7\u00e3o e an\u00e1lise de informa\u00e7\u00e3o em larga escala.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b1ca02 elementor-widget elementor-widget-html\" data-id=\"2b1ca02\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"topicos\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">T\u00f3picos de interesse<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-286991b elementor-widget elementor-widget-text-editor\" data-id=\"286991b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">Os t\u00f3picos de interesse do XVI BreSci incluem, mas n\u00e3o est\u00e3o limitados, aos listados a seguir.<\/span><\/p><p>\u00a0<\/p><p><b>Trilha Principal:<\/b><\/p><p>\u00a0<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ambientes de experimenta\u00e7\u00e3o<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Aprendizado de m\u00e1quina e Redes Neurais\/Deep Learning<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Arquiteturas orientadas a servi\u00e7os<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ci\u00eancia de Redes<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Computa\u00e7\u00e3o em grade, nuvem, n\u00e9voa e borda<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data analytics em Dados Cient\u00edficos e\/ou Abertos<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ecossistemas de software<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Explainable AI (IA explic\u00e1vel)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Extra\u00e7\u00e3o de conhecimento a partir de fontes heterog\u00eaneas de dados<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ger\u00eancia de acesso a dados cient\u00edficos e abertos<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ger\u00eancia de dados em larga escala<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ger\u00eancia de workflows<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gest\u00e3o de conhecimento em larga escala<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">IoT &#8211; Internet das Coisas<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Infraestrutura para aplica\u00e7\u00f5es<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Modelos de dados para dados cient\u00edficos e\/ou abertos<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Modelos e t\u00e9cnicas para ci\u00eancia colaborativa<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ontologias e bancos de dados para dados cient\u00edficos e\/ou abertos<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Organiza\u00e7\u00f5es virtuais<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Processos de experimenta\u00e7\u00e3o em larga escala<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Proveni\u00eancia de dados e processos<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sistemas auton\u00f4micos e auto-organizados<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9cnicas de paralelismo baseado em dados<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tecnologias habilitadoras<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Teorias e modelos<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Toler\u00e2ncia a falhas, confiabilidade e disponibilidade<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Visualiza\u00e7\u00e3o de dados<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Web sem\u00e2ntica<\/span><\/li><\/ul><h2><b>Trilha de Aplica\u00e7\u00f5es:<\/b><\/h2><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agricultura<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Astronomia<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Biodiversidade<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bioinform\u00e1tica<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ci\u00eancia da sa\u00fade e forense<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ci\u00eancia da Vida<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Clima, ci\u00eancia ambiental e da terra<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">F\u00edsica<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Humanidades e Ci\u00eancias sociais<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Qu\u00edmica<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1678142 elementor-widget elementor-widget-html\" data-id=\"1678142\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"submissao\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Instru\u00e7\u00f5es para submiss\u00e3o\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-742dd69 elementor-widget elementor-widget-text-editor\" data-id=\"742dd69\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">O XVI BreSci aceita submiss\u00f5es de artigos longos ou curtos, com limites m\u00e1ximos de 8 e 4 p\u00e1ginas, respectivamente. Os artigos devem ser escritos em Portugu\u00eas ou Ingl\u00eas, e devem ser escritos obedecendo ao<\/span><a href=\"https:\/\/www.sbc.org.br\/documentos-da-sbc\/category\/169-templates-para-artigos-e-capitulos-de-livros\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">modelo sugerido pela SBC (Sociedade Brasileira de Computa\u00e7\u00e3o)<\/span><\/a><span style=\"font-weight: 400;\">. Os trabalhos submetidos devem ser in\u00e9ditos e incluir resultados ainda n\u00e3o publicados.<\/span><\/p><p><span style=\"font-weight: 400;\">Todos os artigos (longos e curtos) ser\u00e3o revisados por pares de acordo com os seguintes crit\u00e9rios: adequa\u00e7\u00e3o ao escopo do <\/span><i><span style=\"font-weight: 400;\">workshop<\/span><\/i><span style=\"font-weight: 400;\">, relev\u00e2ncia, qualidade t\u00e9cnica, clareza, originalidade e resultados. Os autores devem identificar o(s) t\u00f3pico(s) sendo abordado(s) no artigo para auxiliar o comit\u00ea do programa no processo de revis\u00e3o. A presen\u00e7a de resultados, embora fortemente recomendada, n\u00e3o \u00e9 um requisito para a submiss\u00e3o do trabalho.<\/span><\/p><p><span style=\"font-weight: 400;\">Cada manuscrito deve ser submetido eletronicamente, em arquivo PDF, via site de submiss\u00e3o<\/span><a href=\"https:\/\/jems.sbc.org.br\/home.cgi?c=4008\"><span style=\"font-weight: 400;\"> JEMS<\/span><\/a><span style=\"font-weight: 400;\"> (<\/span><a href=\"https:\/\/jems.sbc.org.br\/home.cgi?c=4008\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">https:\/\/jems.sbc.org.br\/home.cgi?c=4008<\/span><\/a><span style=\"font-weight: 400;\">).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-faec033 elementor-widget elementor-widget-html\" data-id=\"faec033\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"datasimportantes\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Datas Importantes\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3e750f elementor-widget elementor-widget-text-editor\" data-id=\"f3e750f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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 style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Limite para submiss\u00e3o dos trabalhos: <s>15\/03<\/s> <s>31\/03<\/s> 07\/04 (final)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Divulga\u00e7\u00e3o dos resultados: <s>06\/05<\/s> 10\/05<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Envio das vers\u00f5es finais dos artigos: 20\/05<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prazo de Inscri\u00e7\u00e3o dos autores: 20\/05<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aef3134 elementor-widget elementor-widget-html\" data-id=\"aef3134\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"inscricaoautores\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Inscri\u00e7\u00e3o de autores\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b4c8c4 elementor-widget elementor-widget-text-editor\" data-id=\"7b4c8c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">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 na categoria profissional. Cada inscri\u00e7\u00e3o na categoria profissional 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 2022.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e27140 elementor-widget elementor-widget-html\" data-id=\"5e27140\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"publicacao\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Publica\u00e7\u00e3o de trabalhos\n\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9ec04d elementor-widget elementor-widget-text-editor\" data-id=\"d9ec04d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">Os artigos aceitos ser\u00e3o publicados na SBC Open Lib, a biblioteca digital da SBC, na s\u00e9rie Anais do Brazilian e-Science Workshop (BreSci), ISSN 2763-8774, dispon\u00edvel em <\/span><a href=\"https:\/\/sol.sbc.org.br\/index.php\/bresci\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">https:\/\/sol.sbc.org.br\/index.php\/bresci<\/span><\/a><span style=\"font-weight: 400;\">. Todos os artigos ser\u00e3o indexados com DOI.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa4ef19 elementor-widget elementor-widget-html\" data-id=\"fa4ef19\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"jidm\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Edi\u00e7\u00e3o Especial JIDM\n\n\n\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ced1d3 elementor-widget elementor-widget-text-editor\" data-id=\"2ced1d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">Ser\u00e3o selecionados os melhores artigos longos entre os apresentados e publicados nos anais do BreSci 2022. A sele\u00e7\u00e3o ser\u00e1 realizada com base na qualidade dos trabalhos e na qualidade das apresenta\u00e7\u00f5es realizadas durante o evento. Vers\u00f5es estendidas dos trabalhos selecionados ser\u00e3o convidados para submiss\u00e3o no Journal of Information and Data Management (JIDM), ISSN 2178-7107,\u00a0 <\/span><a href=\"https:\/\/sol.sbc.org.br\/journals\/index.php\/jidm\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">https:\/\/sol.sbc.org.br\/journals\/index.php\/jidm<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Os autores desses trabalhos selecionados ser\u00e3o convidados a preparar e submeter suas vers\u00f5es ampliadas para revis\u00e3o com pelo menos 30% de conte\u00fado in\u00e9dito. As vers\u00f5es estendidas dos trabalhos selecionados ser\u00e3o convidados para a submiss\u00e3o de uma se\u00e7\u00e3o especial do JIDM dedicada ao BreSci 2022. Esses trabalhos dever\u00e3o ser submetidos em ingl\u00eas, respeitando o formato e regras de revis\u00e3o definidos pela revista.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76005d4 elementor-widget elementor-widget-html\" data-id=\"76005d4\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"premiacoes\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Premia\u00e7\u00f5es\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-021b4be elementor-widget elementor-widget-text-editor\" data-id=\"021b4be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">Ser\u00e1 dado um certificado para o melhor trabalho (artigo longo) e uma Men\u00e7\u00e3o Honrosa (artigo curto).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9e32c5 elementor-widget elementor-widget-html\" data-id=\"e9e32c5\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"organizacao\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Organiza\u00e7\u00e3o\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9e9f8b elementor-widget elementor-widget-text-editor\" data-id=\"f9e9f8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">O comite\u0302 de programa e\u0301 formado por professores e\/ou pesquisadores de diversas instituic\u0327o\u0303es de ensino e com atuac\u0327a\u0303o na a\u0301rea de e-Cie\u0302ncia.<\/span><\/p><p><b>Organizadores Gerais:<\/b><\/p><ul><li><span style=\"font-weight: 400;\">Daniel de Oliveira (UFF) <\/span><\/li><li><span style=\"font-weight: 400;\">Alexandre Rossi Paschoal (UTFPR)<\/span><\/li><\/ul><p><b>Coordena\u00e7\u00e3o do comit\u00ea de programa:<\/b><\/p><ul><li><span style=\"font-weight: 400;\">Daniel de Oliveira (UFF)<\/span><\/li><li><span style=\"font-weight: 400;\">Alexandre Rossi Paschoal (UTFPR)<\/span><\/li><\/ul><p><b>Apoio local:<\/b><\/p><ul><li><span style=\"font-weight: 400;\">Daniel de Oliveira (IC\/UFF)<\/span><\/li><li><span style=\"font-weight: 400;\">Maria Luiza Falci (IC\/UFF)<\/span><\/li><\/ul><p><b>Comite\u0302 Diretivo<\/b><\/p><ul><li><span style=\"font-weight: 400;\"> Daniel Cardoso Moraes de Oliveira (UFF): co-<\/span><i><span style=\"font-weight: 400;\">chair<\/span><\/i><span style=\"font-weight: 400;\"> 2022\u00a0<\/span><\/li><li><span style=\"font-weight: 400;\"> Alexandre Rossi Paschoal (UTFPR): co-<\/span><i><span style=\"font-weight: 400;\">chair<\/span><\/i><span style=\"font-weight: 400;\"> 2022<\/span><\/li><li><span style=\"font-weight: 400;\"> Fabri\u0301cio Martins Lopes (UTFPR): co-<\/span><i><span style=\"font-weight: 400;\">chair<\/span><\/i><span style=\"font-weight: 400;\"> 2021<\/span><\/li><li><span style=\"font-weight: 400;\"> Victor Stro\u0308ele de Andrade Menezes (UFJF): co-<\/span><i><span style=\"font-weight: 400;\">chair<\/span><\/i><span style=\"font-weight: 400;\"> 2021\u00a0<\/span><\/li><li><span style=\"font-weight: 400;\"> Marcio Katsumi Oikawa (UFABC): co-<\/span><i><span style=\"font-weight: 400;\">chair<\/span><\/i><span style=\"font-weight: 400;\"> 2020<\/span><\/li><li><span style=\"font-weight: 400;\"> Eduardo Soares Ogasawara (CEFET\/RJ): co-<\/span><i><span style=\"font-weight: 400;\">chair<\/span><\/i><span style=\"font-weight: 400;\"> 2019<\/span><\/li><\/ul><p><b>Comite\u0302 de Programa\u00a0<\/b><\/p><ul><li><span style=\"font-weight: 400;\"> Alex Vieira (UFJF)<\/span><\/li><li><span style=\"font-weight: 400;\"> Alexandre Paschoal (UTFPR) &#8211; <\/span><b><i>co-chair<\/i><\/b><b> 2022<\/b><\/li><li><span style=\"font-weight: 400;\"> Ana Carolina Guimaraes (FIOCRUZ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Anderson Soares (UFG)<\/span><\/li><li><span style=\"font-weight: 400;\"> Andr\u00e9 Fujita (USP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Andr\u00e9 Kashiwabara (UTFPR)<\/span><\/li><li><span style=\"font-weight: 400;\"> Andr\u00e9 Ponce de Leon F. de Carvalho\u00a0 (ICMC\/USP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Bruno Schulze (LNCC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Carla Osthoff (LNCC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Claudia Bauzer Medeiros (UNICAMP)\u00a0<\/span><\/li><li><span style=\"font-weight: 400;\"> Cristina Boeres (UFF)<\/span><\/li><li><span style=\"font-weight: 400;\"> Daniel Cordeiro (USP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Daniel de Oliveira (UFF) &#8211; <\/span><b><i>co-chair<\/i><\/b><b> 2022<\/b><\/li><li><span style=\"font-weight: 400;\"> Danilo Sanches (UTFPR)<\/span><\/li><li><span style=\"font-weight: 400;\"> Diego Branda\u0303o (CEFET\/RJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Diogo Tschoeke (UFRJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Douglas Macedo (UFSC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Eduardo Bezerra (CEFET\/RJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Eduardo Dalcin (Inst. Pesq. Jardim Bota\u0302nico do RJ)\u00a0<\/span><\/li><li><span style=\"font-weight: 400;\"> Eduardo Ogasawara (CEFET\/RJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Fabio Porto (LNCC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Fabri\u0301cio Martins Lopes (UTFPR)<\/span><\/li><li><span style=\"font-weight: 400;\"> Fernanda Campos (UFJF)<br \/><\/span><\/li><li>Gilberto Pastorello (Lawrence Berkeley National Laboratory).<\/li><li><span style=\"font-weight: 400;\"> Helio Pedrini (UNICAMP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Jairo Souza (UFJF)<\/span><\/li><li><span style=\"font-weight: 400;\"> Joao Setubal (USP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Jose\u0301 Antonio Mace\u0302do (UFC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Jose\u0301 Maria David (UFJF)<\/span><\/li><li><span style=\"font-weight: 400;\"> Kary Ocan\u0303a (LNCC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Kele Belloze (CEFET\/RJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Kelly Braghetto (USP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Leonardo Azevedo (IBM Research Brazil)<\/span><\/li><li><span style=\"font-weight: 400;\"> Liliane Santana Oliveira Kashiwabara (UTFPR)<\/span><\/li><li><span style=\"font-weight: 400;\"> Luciano Digiampietri (USP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Luiz Manoel Rocha Gadelha Ju\u0301nior (LNCC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Marcelo Reis (Instituto Butant\u00e3)<\/span><\/li><li><span style=\"font-weight: 400;\"> Marcio Dorn (UFRGS)<\/span><\/li><li><span style=\"font-weight: 400;\"> Marcio Oikawa (UFABC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Mario Dantas (UFJF)<\/span><\/li><li><span style=\"font-weight: 400;\"> Maristela Holanda (UnB)<\/span><\/li><li><span style=\"font-weight: 400;\"> Marta Mattoso (COPPE\/UFRJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Patricia Plentz (UFSC)<\/span><\/li><li><span style=\"font-weight: 400;\"> Pedro Henrique Bugatti (UTFPR)<\/span><\/li><li><span style=\"font-weight: 400;\"> Priscila Tiemi Maeda Saito (UTFPR)<\/span><\/li><li><span style=\"font-weight: 400;\"> Rafaelli Coutinho (CEFET\/RJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Raquel Minardi (UFMG)<\/span><\/li><li><span style=\"font-weight: 400;\"> Regina Braga (UFJF)<\/span><\/li><li><span style=\"font-weight: 400;\"> Renato Tinos (USP)<\/span><\/li><li><span style=\"font-weight: 400;\"> Ronaldo Goldschmidt (IME)<\/span><\/li><li><span style=\"font-weight: 400;\"> Saulo Villela (UFJF)<\/span><\/li><li><span style=\"font-weight: 400;\"> Sergio Manuel Serra da Cruz (UFRRJ)<\/span><\/li><li><span style=\"font-weight: 400;\"> Sylvio Barbon Junior (UEL)<\/span><\/li><li><span style=\"font-weight: 400;\"> Thiago Emmanuel Pereira (UFCG)<\/span><\/li><li><span style=\"font-weight: 400;\"> Victor Stro\u0308ele (UFJF)<\/span><\/li><li>Vinod Rebello (UFF)<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c81061d elementor-widget elementor-widget-html\" data-id=\"c81061d\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"contato\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"section-title\" style=\"font-size:40px\">\n            <span class=\"sub-title\"><\/span>\n\t\t\t\n<em class=\"title-bar-shap\">Contato\n<\/em>\n        <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec7c136 elementor-widget elementor-widget-text-editor\" data-id=\"ec7c136\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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=\"font-weight: 400;\">Em caso de d\u00favidas, favor enviar e-mail copiando os organizadores <\/span><span style=\"font-weight: 400;\">danielcmo@ic.uff.br<\/span><span style=\"font-weight: 400;\"> e <\/span><span style=\"font-weight: 400;\">\u200b\u200bpaschoal@utfpr.edu.br.<\/span><\/p>\t\t\t\t\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0fdcb1b\" data-id=\"0fdcb1b\" data-element_type=\"column\" data-e-type=\"column\" id=\"menuside\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7d0531d elementor-widget elementor-widget-heading\" data-id=\"7d0531d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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\">Menu<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-450ec6d elementor-align-left elementor-widget elementor-widget-button\" data-id=\"450ec6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#programacao\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Programa\u00e7\u00e3o<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08dea5a elementor-align-left elementor-widget elementor-widget-button\" data-id=\"08dea5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/sol.sbc.org.br\/index.php\/bresci\/issue\/view\/934\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Anais<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50795b8 elementor-align-left elementor-widget elementor-widget-button\" data-id=\"50795b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#sobre\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Sobre o evento<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c5bb40 elementor-widget elementor-widget-button\" data-id=\"2c5bb40\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#chamada\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Chamada de Trabalhos<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08fedce elementor-widget elementor-widget-button\" data-id=\"08fedce\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#topicos\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00f3picos de Interesse<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a400a7 elementor-widget elementor-widget-button\" data-id=\"1a400a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#submissao\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Instru\u00e7\u00f5es para submiss\u00e3o<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3edad05 elementor-widget elementor-widget-button\" data-id=\"3edad05\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#datasimportantes\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Datas Importantes<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1029d15 elementor-widget elementor-widget-button\" data-id=\"1029d15\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#inscricaoautores\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Inscri\u00e7\u00e3o de autores<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8403e41 elementor-widget elementor-widget-button\" data-id=\"8403e41\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#publicacao\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Publica\u00e7\u00e3o de trabalhos<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7180d6b elementor-widget elementor-widget-button\" data-id=\"7180d6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#jidm\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Edi\u00e7\u00e3o Especial JIDM<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52c0bfc elementor-widget elementor-widget-button\" data-id=\"52c0bfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#premiacoes\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Premia\u00e7\u00f5es<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13dd708 elementor-widget elementor-widget-button\" data-id=\"13dd708\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#organizacao\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Organiza\u00e7\u00e3o<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-410c34c elementor-align-left elementor-widget elementor-widget-button\" data-id=\"410c34c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contato\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contato<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\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<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>BreSci XVI Brazilian e-Science Workshop Programa\u00e7\u00e3o 03Agosto09:00ABERTURACerim\u00f4nia de AberturaProfs. Daniel de Oliveira (UFF) e Alexandre Paschoal (UTFPR) 03Agosto09:15SESS\u00c3O T\u00c9CNICAST1 &#8211; Bioinform\u00e1tica\/Medicina Integration of Sabio-RK to the Reactome Graph Database for Efficient Gathering of Cell Signaling PathwaysRonaldo Nogueira de Sousa, Marcelo Batista de Lima Junior, Cristiano Campos, Vivian Constantino, C\u00e1ssia Sanctos, Hugo Aguirre Armelin, Marcelo Da [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-3213","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/pages\/3213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/comments?post=3213"}],"version-history":[{"count":52,"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/pages\/3213\/revisions"}],"predecessor-version":[{"id":6813,"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/pages\/3213\/revisions\/6813"}],"wp:attachment":[{"href":"https:\/\/csbc.sbc.org.br\/2022\/wp-json\/wp\/v2\/media?parent=3213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}