{"id":257786,"date":"2024-10-21T14:53:23","date_gmt":"2024-10-21T17:53:23","guid":{"rendered":"https:\/\/bracis.sbc.org.br\/2024\/?page_id=257786"},"modified":"2024-10-21T15:05:07","modified_gmt":"2024-10-21T18:05:07","slug":"kdmile-pt-br","status":"publish","type":"page","link":"https:\/\/bracis.sbc.org.br\/2024\/kdmile-pt-br\/","title":{"rendered":"KDMILE-PT-BR"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; padding_top_bottom_link_2=&#8221;false&#8221; padding_left_right_link_2=&#8221;false&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;gcid-1d86a217-8a0f-44b9-b3c2-cb04696d0f7f&#8221; overflow-x=&#8221;hidden&#8221; overflow-y=&#8221;hidden&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;4vw||3vw||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{%22gcid-1d86a217-8a0f-44b9-b3c2-cb04696d0f7f%22:%91%22background_color%22%93}&#8221;][et_pb_row column_structure=&#8221;2_3,1_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.22.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;6f8c47c6-2aa4-4f59-993d-d5e8713d11a8&#8243; header_text_color=&#8221;gcid-b0afb9e7-00cb-4a3b-9bdf-e3137e7083ae&#8221; header_font_size=&#8221;50px&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{%22gcid-b0afb9e7-00cb-4a3b-9bdf-e3137e7083ae%22:%91%22header_text_color%22%93}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h1><span>Chamada de trabalhos<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.1&#8243; _module_preset=&#8221;6f8c47c6-2aa4-4f59-993d-d5e8713d11a8&#8243; header_text_color=&#8221;gcid-b0afb9e7-00cb-4a3b-9bdf-e3137e7083ae&#8221; header_font_size=&#8221;50px&#8221; header_2_font=&#8221;Anton||||||||&#8221; header_2_font_size=&#8221;18px&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{%22gcid-b0afb9e7-00cb-4a3b-9bdf-e3137e7083ae%22:%91%22header_text_color%22%93}&#8221;]<\/p>\n<h2>KDMiLe 2024<\/h2>\n<p>[\/et_pb_text][dsm_business_hours _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/dsm_business_hours][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/05\/financial-planning-20.png&#8221; title_text=&#8221;financial-planning-20&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; positioning=&#8221;absolute&#8221; position_origin_a=&#8221;center_left&#8221; custom_margin=&#8221;0px|-30%|0px||false|false&#8221; custom_margin_tablet=&#8221;|0%||0%|false|true&#8221; custom_margin_phone=&#8221;|0%||0%|false|true&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; bg_img_2=&#8221;https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/04\/business-05.jpg&#8221; admin_label=&#8221;About&#8221; _builder_version=&#8221;4.16&#8243; background_image=&#8221;https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/04\/investing-15.jpg&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;top_center&#8221; custom_padding=&#8221;||19px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.25.0&#8243; custom_margin=&#8221;0px||||false|false&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_image src=&#8221;https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/05\/logo_kdmile_2024.png&#8221; title_text=&#8221;logo_kdmile_2024&#8243; _builder_version=&#8221;4.25.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; text_font=&#8221;||||||||&#8221; text_font_size=&#8221;15px&#8221; text_line_height=&#8221;2em&#8221; header_2_font=&#8221;Glegoo||||||||&#8221; header_2_font_size=&#8221;40px&#8221; header_2_line_height=&#8221;1.4em&#8221; header_4_font=&#8221;|700||on|||||&#8221; header_4_text_color=&#8221;#1d48c0&#8243; header_4_font_size=&#8221;16px&#8221; header_4_letter_spacing=&#8221;2px&#8221; header_4_line_height=&#8221;1.6em&#8221; header_2_font_size_tablet=&#8221;30px&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_4_font_size_tablet=&#8221;&#8221; header_4_font_size_phone=&#8221;14px&#8221; header_4_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>O Simp\u00f3sio sobre Descoberta de Conhecimento, Minera\u00e7\u00e3o e Aprendizado (KDMiLe) tem como objetivo integrar pesquisadores, profissionais, desenvolvedores, estudantes e usu\u00e1rios para apresentar seus resultados de pesquisa, discutir ideias e trocar t\u00e9cnicas, ferramentas e experi\u00eancias pr\u00e1ticas relacionadas \u00e0s \u00e1reas de Minera\u00e7\u00e3o de Dados e Aprendizado de M\u00e1quina.<\/p>\n<p>O KDMiLe originou-se do WAAMD (Workshop em Algoritmos e Aplica\u00e7\u00f5es de Minera\u00e7\u00e3o de Dados), que ocorreu durante cinco anos \u2013 de 2005 a 2009 \u2013 como um workshop do Simp\u00f3sio Brasileiro de Bancos de Dados (SBBD). Desde 2013, o KDMiLe tem sido organizado alternativamente em conjunto com a Confer\u00eancia Brasileira de Sistemas Inteligentes (BRACIS) e o Simp\u00f3sio Brasileiro de Bancos de Dados (SBBD).<\/p>\n<p>Neste ano em sua d\u00e9cima segunda edi\u00e7\u00e3o, o KDMiLe ser\u00e1 realizado em Bel\u00e9m, Par\u00e1, de 17 a 21 de novembro, em conjunto com a Confer\u00eancia Brasileira de Sistemas Inteligentes (BRACIS), sendo organizado pela Universidade Federal do Par\u00e1.<\/p>\n<p><strong><b>DIRETRIZES DE SUBMISS\u00c3O E APRESENTA\u00c7\u00c3O<\/b><\/strong><\/p>\n<ul>\n<li><span><\/span>Os artigos podem ser escritos em portugu\u00eas ou ingl\u00eas, mas o t\u00edtulo, o resumo e as palavras-chave devem ser escritos em ingl\u00eas.<\/li>\n<li><span><\/span>As submiss\u00f5es s\u00e3o revisadas seguindo um processo de revis\u00e3o an\u00f4nima simples, ou seja, n\u00e3o \u00e9 necess\u00e1rio ocultar os nomes e afilia\u00e7\u00f5es dos autores.<\/li>\n<li><span><\/span>O manuscrito n\u00e3o deve exceder 8 p\u00e1ginas. Artigos que ultrapassarem esse limite ser\u00e3o automaticamente rejeitados sem revis\u00e3o pelo Comit\u00ea do cient\u00edfico.<\/li>\n<li><span><\/span>Os artigos devem ser submetidos em formato PDF. Formatos diferentes de PDF N\u00c3O ser\u00e3o aceitos.<\/li>\n<li><span><\/span>Template em LaTeX dispon\u00edvel aqui.<\/li>\n<li><span><\/span>Os artigos devem ser submetidos atrav\u00e9s do JEMS.<\/li>\n<li><span><\/span>Os artigos submetidos ao KDMiLe n\u00e3o devem ter sido simultaneamente submetidos a nenhum outro f\u00f3rum (confer\u00eancia ou peri\u00f3dico), nem devem ter sido publicados em outro lugar. A aceita\u00e7\u00e3o de um artigo implica que pelo menos um dos autores se registrar\u00e1 no simp\u00f3sio para apresent\u00e1-lo.<\/li>\n<\/ul>\n<p>Os artigos submetidos ser\u00e3o revisados com base na originalidade, relev\u00e2ncia, solidez t\u00e9cnica e clareza na apresenta\u00e7\u00e3o.<\/p>\n<p>Os artigos aceitos ser\u00e3o publicados eletronicamente nos anais do KDMiLe. Uma vers\u00e3o preliminar dos anais, incluindo todos os artigos aceitos, estar\u00e1 dispon\u00edvel para os participantes do simp\u00f3sio.<\/p>\n<p>Em todas as edi\u00e7\u00f5es anteriores, autores de artigos selecionados para apresenta\u00e7\u00e3o no KDMiLe foram convidados a submeter vers\u00f5es expandidas e revisadas desses artigos para uma edi\u00e7\u00e3o especial do JIDM (Journal of Information and Database Management). Este ano, pretendemos seguir essa mesma pol\u00edtica de incentivar as melhores submiss\u00f5es com publica\u00e7\u00e3o em um peri\u00f3dico internacional.<\/p>\n<p><b>Plenary Speakers<\/b><\/p>\n<p><b><\/b><\/p>\n<div><b>Prof. Ferrante Neri<\/b><\/div>\n<div><b><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/10\/US-Computer-Science-Portraits_107-200x300.jpg\" width=\"200\" height=\"300\" alt=\"\" class=\"wp-image-257772 alignnone size-medium\" \/><\/b><\/div>\n<div>\n<p><b>Title:<\/b>\u00a0Advancing Neural Model Design: Optimisation Across Machine Learning Tasks<\/p>\n<p><b>Abstract<\/b>: Machine Learning (ML) is a subset of Artificial Intelligence (AI) dedicated to constructing data-driven parametric predictive models. This presentation highlights the critical role of optimisation in ML, encompassing various phases of the modelling process. It explores three essential ML tasks: 1) selecting model variables through feature selection; 2) determining model parameters via model training; and 3) designing model structures, particularly through neural architecture search. All these tasks can be interpreted as aspects of neural model design, where the primary objective is to achieve the highest accuracy in ML model predictions. The<span>\u00a0<\/span><span class=\"il\">speaker<\/span><span>\u00a0<\/span>will present recent research addressing each of these challenges, offering insights into advanced optimisation techniques within the context of ML.<\/p>\n<p><b>Bio : <\/b>Ferrante Neri received his Laurea and Ph.D. degrees in Electrical Engineering from the Politecnico di Bari, Italy, in 2002 and 2007, respectively. He also obtained a second Ph.D. in Scientific Computing and Optimization, and a D.Sc. in Computational Intelligence from the University of Jyv\u00e4skyl\u00e4, Finland, in 2007 and 2010, respectively. Between 2009 and 2014, he was an Academy Research Fellow with the Academy of Finland, leading the project on Algorithmic Design Issues in Memetic Computing. He served at De Montfort University, Leicester, UK, from 2012 to 2019 and at the University of Nottingham, UK, from 2019 to 2022. Since 2022, he has been a Full Professor of Machine Learning and Artificial Intelligence at the University of Surrey, Guildford, and the Head of the Nature Inspired Computing and Engineering (NICE) Research Group. Additionally, he holds the title of Jiangsu Distinguished Professor at Nanjing University of Information Science and Technology. His research focuses on metaheuristic optimisation with applications in machine learning.<\/p>\n<p>&nbsp;<\/p>\n<div><b>Profa. Mariza Ferro<\/b><b><\/b><b><\/b><\/div>\n<div><b><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/10\/Foto-Perfil-MarizaFerro-268x300.jpg\" width=\"268\" height=\"300\" alt=\"\" class=\"wp-image-257774 alignnone size-medium\" \/><\/b><\/div>\n<div><b><\/b><\/div>\n<div><b>Title<\/b>: Intelig\u00eancia Artificial e a {In}Sustentabilidade do Atual Paradigma de Desenvolvimento\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<br \/><b><\/b><\/div>\n<div><\/div>\n<div><\/div>\n<div>\n<p><b>Abstract<\/b>: Os benef\u00edcios da Intelig\u00eancia Artificial (IA) s\u00e3o vis\u00edveis em muitos dom\u00ednios e h\u00e1 evid\u00eancias de que ela pode ser uma habilitadora para alcan\u00e7armos a maioria dos Objetivos do Desenvolvimento Sustent\u00e1vel (ODS). Por outro lado, tem se debatido sobre os impactos negativos da IA e seu poss\u00edvel papel inibidor para o sucesso destes mesmos ODS. Muitos destes impactos negativos decorrem do paradigma de desenvolvimento dos atuais modelos de IA que se baseiam na ideia de \u201cquanto mais melhor\u201d. Assim, os requisitos computacionais e de dados para treinamento desses modelos s\u00e3o enormes, e consequentemente, o consumo de energia e de \u00e1gua. Por\u00e9m, estes requisitos n\u00e3o trazem apenas implica\u00e7\u00f5es para a sustentabilidade do ponto de vista ambiental, mas tamb\u00e9m econ\u00f4mico e social, com profundas consequ\u00eancias pol\u00edticas e favorecimento de algumas regi\u00f5es demogr\u00e1ficas em detrimento de outras. Nesta palestra ser\u00e3o apresentados os elementos t\u00e9cnicos computacionais deste atual paradigma de desenvolvimento, explorando qual a origem dos custos negativos da IA e refletindo sobre caminhos para o desenvolvimento de uma IA sustent\u00e1vel, em benef\u00edcio das pessoas e do planeta e para que estes benef\u00edcios sejam amplamente compartilhados.<\/p>\n<p><b>Bio <\/b>: Currently works as Artificial Intelligence professor at Instituto de Computa\u00e7\u00e3o &#8211; Universidade Federal Fluminense (UFF). Coordinator of the Reference Group for Ethical and Trustworthy AI and coordinator of the Consortium of Ethics for Public Policies on Artificial Intelligence for Latin America and the Caribbean (EticALIA). Researcher supported by the Serrapilheira Institute and Faperj. Ph.D. in Computational Modeling at the National Laboratory of Scientific Computing (LNCC) and M.Sc. in Computer Science from Universidade de S\u00e3o Paulo. Member of the Brazilian Computing Society (SBC) serving on the Education Committee for the 2023-2025 biennium. Member of the Research Ethics Committee of the Faculty of Medicine \u2013 UFF. Member of Association for Computing Machinery (ACM). Nomitaded to AI Connect II &#8211; U.S. Government Program Advancing Global Consensus on Trustworthy AI. Visiting researcher at INRIA &#8211; Bordeaux (2023-2024). Her research interests are Green AI, ML and Sustainability, including predicting extreme weather events; AI Ethics and AI for social Good.<\/p>\n<\/div>\n<\/div>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.1&#8243; text_font=&#8221;||||||||&#8221; text_line_height=&#8221;1em&#8221; header_font=&#8221;||||||||&#8221; header_line_height=&#8221;3em&#8221; header_2_font=&#8221;Glegoo||||||||&#8221; header_2_font_size=&#8221;40px&#8221; header_2_line_height=&#8221;1.4em&#8221; header_4_font=&#8221;|700||on|||||&#8221; header_4_text_color=&#8221;#1d48c0&#8243; header_4_font_size=&#8221;16px&#8221; header_4_letter_spacing=&#8221;2px&#8221; header_4_line_height=&#8221;1.6em&#8221; header_2_font_size_tablet=&#8221;30px&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_4_font_size_tablet=&#8221;&#8221; header_4_font_size_phone=&#8221;14px&#8221; header_4_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><strong><b>COMIT\u00ca DO PROGRAMA<\/b><\/strong><\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Alan Valejo (Universidade de S\u00e3o Carlos &#8211; UFSCar)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Alexandre Evsukoff (COPPE\/UFRJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Alexandre Plastino (Universidade Federal Fluminense)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Ana Carolina Lorena (Instituto Tecnol\u00f3gico de Aeron\u00e1utica)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Andr\u00e9 Rossi (S\u00e3o Paulo State University &#8211; UNESP)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Anna Helena Reali Costa (Universidade de S\u00e3o Paulo)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Aurora Pozo (UFPR)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Bianca Zadrozny (IBM Research)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Bruno Nogueira (Universidade Federal de Mato Grosso do Sul)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Carlos Ferrero (Instituto Federal de Santa Catarina)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Carlos Eduardo Pantoja (CEFET\/RJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Claudia Justel (Instituto Militar de Engenharia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Daniel Martins (IME)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Daniel Salles Civitarese (IBM Research)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Daniela Barreiro Claro (Federal University of Bahia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Dayse de Almeida (Universidade Federal de Catal\u00e3o &#8211; UFCAT)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Debora Medeiros (Universidade Federal do ABC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Diego Carvalho (CEFET\/RJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Diego Furtado Silva (Universidade de S\u00e3o Paulo)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Edson Gomi (University of S\u00e3o Paulo)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Edson Matsubara (Funda\u00e7\u00e3o Universidade Federal de Mato Grosso do Sul)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Eduardo Ogasawara (CEFET\/RJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Elaine Sousa (University of Sao Paulo)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Erick Florentino (Instituto Militar de Engenharia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Eug\u00eanio Silva (UERJ &#8211; Universidade do Estado do Rio de Janeiro)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Fabio Lobato (Universidade Federal do Oeste Par\u00e1)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Fabio Porto (LNCC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Fabr\u00edcio Pereira (Universidade Federal do Estado do Rio de Janeiro &#8211; UNIRIO)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0F\u00e1bio Cozman (USP &#8211; Polit\u00e9cnica)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Fellipe Duarte (Universidade Federal Rural do Rio de Janeiro)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Fernanda Bai\u00e3o (PUC-Rio)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Francisco De Carvalho (Centro de Inform\u00e1tica &#8211; CIn\/UFPE)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Gabriel Machado (Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Gustavo Guedes (CEFET\/RJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Helena Caseli (UFSCar)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Humberto Razente (Universidade Federal de Uberlandia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Jonice Oliveira (Universidade Federal do Rio de Janeiro &#8211; UFRJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Jonnathan Carvalho (Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia Fluminense)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Jorge Soares (CEFET\/RJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Jos\u00e9 Luiz Neves Voltan (Instituto Militar de Engenharia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Julio Duarte (Instituto Militar de Engenharia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Julio Nievola (PUCPR)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Karin Becker (UFRGS)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Kate Revoredo (Humboldt-Universit\u00e4t zu Berlin)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Leandro Miranda (Blueshift)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Leonardo Emmend\u00f6rfer (Universidade Federal de Santa Maria)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Leonardo Tomazeli Duarte (University of Campinas)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Leonardo F. R. Ribeiro (Amazon)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Lucas Bastos Germano (Instituto Militar de Engenharia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Luis Z\u00e1rate (Pntif\u00edcia Universidade Cat\u00f3lica de Minas Gerais)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Luiz Martins (Universidade Federal de Uberl\u00e2ndia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Luiz Henrique de Campos Merschmann (Universidade Federal de Lavras)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Marcela Ribeiro (Universidade Federal de S\u00e3o Carlos &#8211; UFSCar)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Marcelino Pereira (UERN)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Marcelo Albertini (Federal University of Uberlandia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Marcelo Finger (USP\/IME)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Marcelo Manzato (University of Sao Paulo)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Marcos Bedo (Universidade Federal Fluminense)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Maria Camila Nardini Barioni (UFU)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Mariza Ferro (Universidade Federal Fluminense)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Marlo Souza (Universidade Federal da Bahia &#8211; UFBA)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Mauri Ferrandin (Universidade Federal de Santa Catarina &#8211; UFSC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0M\u00e1rio Benevides (Universidade Federal Fluminense &#8211; UFF)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Murillo Carneiro (Federal University of Uberl\u00e2ndia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Murilo Loiola (Universidade Federal do ABC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Murilo Naldi (Universidade Federal de S\u00e3o Carlos)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Nuno David (ISCTE)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Pablo Rangel (Instituto de Pesquisas da Marinha)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Paula Costa (UNICAMP)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Paulo Freire (Funda\u00e7\u00e3o de Apoio \u00e0 Escola T\u00e9cnica do Estado do Rio de Janeiro)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Paulo Quaresma (Universidade de \u00c9vora)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Paulo Henrique Pisani (Universidade Federal do ABC &#8211; UFABC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Paulo T. Guerra (Federal University of Cear\u00e1)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Priscila Lima (UFRJ)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Rafael Bordini (PUCRS)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Rafael Gomes Mantovani (Federal Technology University of Paran\u00e1, Campus of Apucarana)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Renato Tinos (USP)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Ricardo Cerri (Universidade de S\u00e3o Paulo)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Ricardo Marcacini (ICMC\/USP)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Ricardo Rios (Universidade Federal da Bahia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Ricardo Augusto Souza Fernandes (Federal University of S\u00e3o Carlos)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Richard Gon\u00e7alves (UNICENTRO)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Roberto Santana (University of the Basque Country)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Rodrigo Kishi (Universidade Federal de Mato Grosso do Sul)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Ronaldo Prati (Universidade Federal do ABC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Roseli Ap. Francelin Romero (USP-SC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Rosiane de FreitasR (IComp\/UFAM)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0S\u00edlvio Cazella (UFCSPA)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Silvia Botelho (FURG)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Stefano Suraci (Instituto Militar de Engenharia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Tatiane Nogueira (Federal University of Bahia)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Thiago Pardo (USP\/ICMC)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Tiago Tavares (Insper)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Vasco Furtado (Universidade de Fortaleza &#8211; UNIFOR)<\/p>\n<p>&#8211;\u00a0\u00a0\u00a0Wagner Meira Jr. (UFMG)<\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; text_font=&#8221;||||||||&#8221; text_font_size=&#8221;15px&#8221; text_line_height=&#8221;2em&#8221; header_2_font=&#8221;Glegoo||||||||&#8221; header_2_font_size=&#8221;40px&#8221; header_2_line_height=&#8221;1.4em&#8221; header_4_font=&#8221;|700||on|||||&#8221; header_4_text_color=&#8221;#1d48c0&#8243; header_4_font_size=&#8221;16px&#8221; header_4_letter_spacing=&#8221;2px&#8221; header_4_line_height=&#8221;1.6em&#8221; custom_padding=&#8221;||2px|||&#8221; header_2_font_size_tablet=&#8221;30px&#8221; header_2_font_size_phone=&#8221;22px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; header_4_font_size_tablet=&#8221;&#8221; header_4_font_size_phone=&#8221;14px&#8221; header_4_font_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><strong><b>DATAS IMPORTANTES<\/b><\/strong><\/p>\n<ul>\n<li><span><\/span>Prazo para submiss\u00e3o: at\u00e9 10 de agosto de 2024<\/li>\n<li><span><\/span>Notifica\u00e7\u00e3o aos autores: 24 de setembro de 2024<\/li>\n<li><span><\/span>Envio da vers\u00e3o final: at\u00e9 1 de outubro de 2024<\/li>\n<\/ul>\n<p><strong><b>EDI\u00c7\u00d5ES ESPECIAIS<\/b><\/strong><\/p>\n<p>Autores dos melhores artigos ser\u00e3o convidados a submeter vers\u00f5es expandidas de seus trabalhos para aprecia\u00e7\u00e3o de publica\u00e7\u00e3o em edi\u00e7\u00f5es especiais ap\u00f3s a confer\u00eancia.<\/p>\n<p><strong><b>T\u00d3PICOS DE INTERESSE<\/b><\/strong><\/p>\n<p>O Comit\u00ea do Programa do KDMiLe convida submiss\u00f5es que contenham novas ideias, propostas e aplica\u00e7\u00f5es nas \u00e1reas de Minera\u00e7\u00e3o de Dados e Aprendizado de M\u00e1quina. Abaixo est\u00e1 uma lista de t\u00f3picos comuns, embora o KDMiLe n\u00e3o se limite a eles.<\/p>\n<p><strong><b>Em Minera\u00e7\u00e3o de Dados:<\/b><\/strong><\/p>\n<ul>\n<li><span><\/span>Regras de Associa\u00e7\u00e3o<\/li>\n<li><span><\/span>Classifica\u00e7\u00e3o<\/li>\n<li><span><\/span>Agrupamento<\/li>\n<li><span><\/span>Aplica\u00e7\u00f5es de Minera\u00e7\u00e3o de Dados<\/li>\n<li><span><\/span>Fundamentos da Minera\u00e7\u00e3o de Dados<\/li>\n<li><span><\/span>Metodologia de Avalia\u00e7\u00e3o em Minera\u00e7\u00e3o de Dados<\/li>\n<li><span><\/span>Sele\u00e7\u00e3o de Recursos e Redu\u00e7\u00e3o de Dimensionalidade<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Grafos<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Dados Massivos<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Dados Multim\u00eddia<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o Multirrelacional<\/li>\n<li><span><\/span>Detec\u00e7\u00e3o de Anomalias<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Dados Paralela e Distribu\u00edda<\/li>\n<li><span><\/span>Pr\u00e9 e P\u00f3s-processamento<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Classifica\u00e7\u00e3o e Prefer\u00eancia<\/li>\n<li><span><\/span>Privacidade e Seguran\u00e7a em Minera\u00e7\u00e3o de Dados<\/li>\n<li><span><\/span>M\u00e9tricas de Qualidade e Interesse<\/li>\n<li><span><\/span>Padr\u00f5es Sequenciais<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Redes Sociais<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Dados em Fluxo<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o de Texto<\/li>\n<li><span><\/span>An\u00e1lise de S\u00e9ries Temporais<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o Visual de Dados<\/li>\n<li><span><\/span>Minera\u00e7\u00e3o na Web<\/li>\n<li><span><\/span>Sistemas Recomendadores baseados em Minera\u00e7\u00e3o de Dados<\/li>\n<\/ul>\n<p><strong><b>Em Aprendizado de M\u00e1quina:<\/b><\/strong><\/p>\n<ul>\n<li><span><\/span>Aprendizado Ativo<\/li>\n<li><span><\/span>Infer\u00eancia Bayesiana<\/li>\n<li><span><\/span>Racioc\u00ednio Baseado em Casos<\/li>\n<li><span><\/span>Modelos Cognitivos de Aprendizado<\/li>\n<li><span><\/span>Indu\u00e7\u00e3o Construtiva e Revis\u00e3o de Teoria<\/li>\n<li><span><\/span>Aprendizado Sens\u00edvel ao Custo<\/li>\n<li><span><\/span>Aprendizado Profundo<\/li>\n<li><span><\/span>M\u00e9todos de Conjunto<\/li>\n<li><span><\/span>Metodologia de Avalia\u00e7\u00e3o em Aprendizado de M\u00e1quina<\/li>\n<li><span><\/span>Sistemas de Aprendizado Fuzzy<\/li>\n<li><span><\/span>L\u00f3gica Indutiva<\/li>\n<li><span><\/span>M\u00e9todos de Kernel<\/li>\n<li><span><\/span>Aprendizado Intensivo em Conhecimento<\/li>\n<li><span><\/span>Teoria do Aprendizado<\/li>\n<li><span><\/span>Aplica\u00e7\u00f5es de Aprendizado de M\u00e1quina<\/li>\n<li><span><\/span>Meta-aprendizado<\/li>\n<li><span><\/span>Aprendizado Multiagente e Cooperativo<\/li>\n<li><span><\/span>Processamento de Linguagem Natural<\/li>\n<li><span><\/span>M\u00e9todos Probabil\u00edsticos e Estat\u00edsticos<\/li>\n<li><span><\/span>Aprendizado de Classifica\u00e7\u00e3o e Prefer\u00eancia<\/li>\n<li><span><\/span>Sistemas Recomendadores baseados em Aprendizado de M\u00e1quina<\/li>\n<li><span><\/span>Aprendizado por Refor\u00e7o<\/li>\n<li><span><\/span>Aprendizado Semi-supervisionado<\/li>\n<li><span><\/span>Aprendizado Supervisionado<\/li>\n<li><span><\/span>Aprendizado N\u00e3o Supervisionado<\/li>\n<li><span><\/span>Aprendizado Online<\/li>\n<\/ul>\n<p><strong><b>COMIT\u00caS<\/b><\/strong><\/p>\n<p><strong><b>COMIT\u00ca DIRETOR<\/b><\/strong><\/p>\n<ul>\n<li><span><\/span>Luiz Henrique de Campos Merschmann (UFLA)<\/li>\n<li><span><\/span>Alexandre Plastino (UFF)<\/li>\n<li><span><\/span>Andr\u00e9 Carlos Ponce de Leon Ferreira de Carvalho (ICMC-USP)<\/li>\n<li><span><\/span>Wagner Meira Jr. (UFMG)<\/li>\n<li><span><\/span>Ricardo Cerri (ICMC-USP)<\/li>\n<\/ul>\n<p><strong><b>PRESIDENTE DO PROGRAMA<\/b><\/strong><\/p>\n<ul>\n<li><span><\/span>Presidente \u2013 Eduardo Bezerra (CEFET-RJ) \u2013 ebezerra@cefet-rj.br<\/li>\n<li><span><\/span>Co-Presidente \u2013 Ronaldo Ribeiro Goldschmidt (IME-RJ) \u2013 ronaldo.rgold@ime.eb.br<\/li>\n<\/ul>\n<p><strong><b>PRESIDENTE LOCAL<\/b><\/strong><\/p>\n<ul>\n<li><span><\/span>Reginaldo Cordeiro dos Santos Filho (UFPA) \u2013 regicsf@ufpa.br<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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O KDMiLe originou-se do WAAMD (Workshop em Algoritmos e Aplica\u00e7\u00f5es de Minera\u00e7\u00e3o de Dados), que ocorreu durante cinco anos \u2013 de 2005 a 2009 \u2013 como um workshop do Simp\u00f3sio Brasileiro de Bancos de Dados (SBBD). Desde 2013, o KDMiLe tem sido organizado alternativamente em conjunto com a Confer\u00eancia Brasileira de Sistemas Inteligentes (BRACIS) e o Simp\u00f3sio Brasileiro de Bancos de Dados (SBBD). Neste ano em sua d\u00e9cima segunda edi\u00e7\u00e3o, o KDMiLe ser\u00e1 realizado em Bel\u00e9m, Par\u00e1, de 17 a 21 de novembro, em conjunto com a Confer\u00eancia Brasileira de Sistemas Inteligentes (BRACIS), sendo organizado pela Universidade Federal do Par\u00e1. DIRETRIZES DE SUBMISS\u00c3O E APRESENTA\u00c7\u00c3O Os artigos podem ser escritos em portugu\u00eas ou ingl\u00eas, mas o t\u00edtulo, o resumo e as palavras-chave devem ser escritos em ingl\u00eas. As submiss\u00f5es s\u00e3o revisadas seguindo um processo de revis\u00e3o an\u00f4nima simples, ou seja, n\u00e3o \u00e9 necess\u00e1rio ocultar os nomes e afilia\u00e7\u00f5es [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-257786","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/pages\/257786","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/comments?post=257786"}],"version-history":[{"count":5,"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/pages\/257786\/revisions"}],"predecessor-version":[{"id":257804,"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/pages\/257786\/revisions\/257804"}],"wp:attachment":[{"href":"https:\/\/bracis.sbc.org.br\/2024\/wp-json\/wp\/v2\/media?parent=257786"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}