[\/et_pb_text][et_pb_text _builder_version=”4.25.1″ _module_preset=”6f8c47c6-2aa4-4f59-993d-d5e8713d11a8″ header_text_color=”gcid-b0afb9e7-00cb-4a3b-9bdf-e3137e7083ae” header_font_size=”50px” header_2_font=”Anton||||||||” header_2_font_size=”18px” custom_margin=”||0px||false|false” custom_padding=”||0px||false|false” locked=”off” global_colors_info=”{%22gcid-b0afb9e7-00cb-4a3b-9bdf-e3137e7083ae%22:%91%22header_text_color%22%93}”]<\/p>\n
KDMiLe 2024<\/h2>\n
[\/et_pb_text][dsm_business_hours _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][\/dsm_business_hours][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/05\/financial-planning-20.png” title_text=”financial-planning-20″ _builder_version=”4.25.0″ _module_preset=”default” positioning=”absolute” position_origin_a=”center_left” custom_margin=”0px|-30%|0px||false|false” custom_margin_tablet=”|0%||0%|false|true” custom_margin_phone=”|0%||0%|false|true” custom_margin_last_edited=”on|tablet” custom_padding=”0px||0px||false|false” locked=”off” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ bg_img_2=”https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/04\/business-05.jpg” admin_label=”About” _builder_version=”4.16″ background_image=”https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/04\/investing-15.jpg” background_size=”initial” background_position=”top_center” custom_padding=”||19px|||” global_colors_info=”{}”][et_pb_row column_structure=”1_2,1_2″ _builder_version=”4.27.2″ custom_margin=”0px||||false|false” custom_padding=”0px||||false|false” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_image src=”https:\/\/bracis.sbc.org.br\/2024\/wp-content\/uploads\/2024\/05\/logo_kdmile_2024.png” title_text=”logo_kdmile_2024″ _builder_version=”4.25.1″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_image][et_pb_text _builder_version=”4.27.2″ text_font=”||||||||” text_font_size=”15px” text_line_height=”2em” header_2_font=”Glegoo||||||||” header_2_font_size=”40px” header_2_line_height=”1.4em” header_4_font=”|700||on|||||” header_4_text_color=”#1d48c0″ header_4_font_size=”16px” header_4_letter_spacing=”2px” header_4_line_height=”1.6em” header_2_font_size_tablet=”30px” header_2_font_size_phone=”22px” header_2_font_size_last_edited=”on|phone” header_4_font_size_tablet=”” header_4_font_size_phone=”14px” header_4_font_size_last_edited=”on|phone” locked=”off” global_colors_info=”{}”]<\/p>\n
The Symposium on Knowledge Discovery, Mining and Learning (KDMiLe) <\/span>aims at integrating researchers, practitioners, developers, students, and users to present their research results, discuss ideas, and exchange techniques, tools, and practical experiences \u2013 related to the Data Mining and Machine Learning areas.<\/p>\n KDMiLe originated from WAAMD (Workshop em Algoritmos e Aplica\u00e7\u00f5es de Minera\u00e7\u00e3o de Dados) that occurred during five years \u2013 2005 to 2009 \u2013 as a Workshop of the Brazilian Symposium on Databases (SBBD). Since 2013, KDMiLe has been organized alternatively in conjunction with the Brazilian Conference on Intelligent Systems (BRACIS) and the Brazilian Symposium on Databases (SBBD).<\/p>\n This year, 2024, in its twelfth edition, KDMiLe will be held in Bel\u00e9m, Par\u00e1, from 17-21 November, in conjunction with the Brazilian Conference on Intelligent Systems (BRACIS). This year KDMiLe is being organized by Universidade Federal do Par\u00e1.<\/p>\n SUBMISSION & PRESENTATION GUIDELINES<\/strong><\/p>\n <\/strong><\/p>\n Papers submitted to KDMiLe must not have been simultaneously submitted to any other forum (conference or journal), nor should they have already been published elsewhere. The acceptance of a paper implies that at least one of its authors will register for the symposium to present it.<\/p>\n Submitted papers will be reviewed based on originality, relevance, technical soundness, and clarity of presentation.<\/p>\n Accepted papers will be published electronically in the KDMiLe proceedings. A preliminary version of the proceedings, including all the accepted papers, will be available to the symposium attendees.<\/p>\n In all past editions, authors of selected papers accepted for presentation in KDMiLe have been invited to submit extended and revised versions of these papers to a special issue of JIDM (Journal of Information and Database Management). This year, we intend to follow this same policy of encouraging the best submissions with publication in an international journal.<\/p>\n Plenary Speakers<\/b><\/p>\n <\/p>\n Title:<\/b>\u00a0Advancing Neural Model Design: Optimisation Across Machine Learning Tasks<\/p>\n 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\u00a0<\/span>speaker<\/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 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>\n 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 Bio <\/b>: Currently works as Artificial Intelligence professor at Instituto de Computa\u00e7\u00e3o – 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 – U.S. Government Program Advancing Global Consensus on Trustworthy AI. Visiting researcher at INRIA – 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 [\/et_pb_text][et_pb_text _builder_version=”4.25.1″ text_font=”||||||||” text_line_height=”1em” header_font=”||||||||” header_line_height=”3em” header_2_font=”Glegoo||||||||” header_2_font_size=”40px” header_2_line_height=”1.4em” header_4_font=”|700||on|||||” header_4_text_color=”#1d48c0″ header_4_font_size=”16px” header_4_letter_spacing=”2px” header_4_line_height=”1.6em” header_2_font_size_tablet=”30px” header_2_font_size_phone=”22px” header_2_font_size_last_edited=”on|phone” header_4_font_size_tablet=”” header_4_font_size_phone=”14px” header_4_font_size_last_edited=”on|phone” locked=”off” global_colors_info=”{}”]<\/p>\n PROGRAM COMITTEE<\/strong><\/p>\n –\u00a0\u00a0\u00a0Alan Valejo (Universidade de S\u00e3o Carlos – UFSCar)<\/p>\n –\u00a0\u00a0\u00a0Alexandre Evsukoff (COPPE\/UFRJ)<\/p>\n –\u00a0\u00a0\u00a0Alexandre Plastino (Universidade Federal Fluminense)<\/p>\n –\u00a0\u00a0\u00a0Ana Carolina Lorena (Instituto Tecnol\u00f3gico de Aeron\u00e1utica)<\/p>\n –\u00a0\u00a0\u00a0Andr\u00e9 Rossi (S\u00e3o Paulo State University – UNESP)<\/p>\n –\u00a0\u00a0\u00a0Anna Helena Reali Costa (Universidade de S\u00e3o Paulo)<\/p>\n –\u00a0\u00a0\u00a0Aurora Pozo (UFPR)<\/p>\n –\u00a0\u00a0\u00a0Bianca Zadrozny (IBM Research)<\/p>\n –\u00a0\u00a0\u00a0Bruno Nogueira (Universidade Federal de Mato Grosso do Sul)<\/p>\n –\u00a0\u00a0\u00a0Carlos Ferrero (Instituto Federal de Santa Catarina)<\/p>\n –\u00a0\u00a0\u00a0Carlos Eduardo Pantoja (CEFET\/RJ)<\/p>\n –\u00a0\u00a0\u00a0Claudia Justel (Instituto Militar de Engenharia)<\/p>\n –\u00a0\u00a0\u00a0Daniel Martins (IME)<\/p>\n –\u00a0\u00a0\u00a0Daniel Salles Civitarese (IBM Research)<\/p>\n –\u00a0\u00a0\u00a0Daniela Barreiro Claro (Federal University of Bahia)<\/p>\n –\u00a0\u00a0\u00a0Dayse de Almeida (Universidade Federal de Catal\u00e3o – UFCAT)<\/p>\n –\u00a0\u00a0\u00a0Debora Medeiros (Universidade Federal do ABC)<\/p>\n –\u00a0\u00a0\u00a0Diego Carvalho (CEFET\/RJ)<\/p>\n –\u00a0\u00a0\u00a0Diego Furtado Silva (Universidade de S\u00e3o Paulo)<\/p>\n –\u00a0\u00a0\u00a0Edson Gomi (University of S\u00e3o Paulo)<\/p>\n –\u00a0\u00a0\u00a0Edson Matsubara (Funda\u00e7\u00e3o Universidade Federal de Mato Grosso do Sul)<\/p>\n –\u00a0\u00a0\u00a0Eduardo Ogasawara (CEFET\/RJ)<\/p>\n –\u00a0\u00a0\u00a0Elaine Sousa (University of Sao Paulo)<\/p>\n –\u00a0\u00a0\u00a0Erick Florentino (Instituto Militar de Engenharia)<\/p>\n –\u00a0\u00a0\u00a0Eug\u00eanio Silva (UERJ – Universidade do Estado do Rio de Janeiro)<\/p>\n –\u00a0\u00a0\u00a0Fabio Lobato (Universidade Federal do Oeste Par\u00e1)<\/p>\n –\u00a0\u00a0\u00a0Fabio Porto (LNCC)<\/p>\n –\u00a0\u00a0\u00a0Fabr\u00edcio Pereira (Universidade Federal do Estado do Rio de Janeiro – UNIRIO)<\/p>\n –\u00a0\u00a0\u00a0F\u00e1bio Cozman (USP – Polit\u00e9cnica)<\/p>\n –\u00a0\u00a0\u00a0Fellipe Duarte (Universidade Federal Rural do Rio de Janeiro)<\/p>\n –\u00a0\u00a0\u00a0Fernanda Bai\u00e3o (PUC-Rio)<\/p>\n –\u00a0\u00a0\u00a0Francisco De Carvalho (Centro de Inform\u00e1tica – CIn\/UFPE)<\/p>\n –\u00a0\u00a0\u00a0Gabriel Machado (Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro)<\/p>\n –\u00a0\u00a0\u00a0Gustavo Guedes (CEFET\/RJ)<\/p>\n –\u00a0\u00a0\u00a0Helena Caseli (UFSCar)<\/p>\n –\u00a0\u00a0\u00a0Humberto Razente (Universidade Federal de Uberlandia)<\/p>\n –\u00a0\u00a0\u00a0Jonice Oliveira (Universidade Federal do Rio de Janeiro – UFRJ)<\/p>\n –\u00a0\u00a0\u00a0Jonnathan Carvalho (Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia Fluminense)<\/p>\n –\u00a0\u00a0\u00a0Jorge Soares (CEFET\/RJ)<\/p>\n –\u00a0\u00a0\u00a0Jos\u00e9 Luiz Neves Voltan (Instituto Militar de Engenharia)<\/p>\n –\u00a0\u00a0\u00a0Julio Duarte (Instituto Militar de Engenharia)<\/p>\n –\u00a0\u00a0\u00a0Julio Nievola (PUCPR)<\/p>\n –\u00a0\u00a0\u00a0Karin Becker (UFRGS)<\/p>\n –\u00a0\u00a0\u00a0Kate Revoredo (Humboldt-Universit\u00e4t zu Berlin)<\/p>\n –\u00a0\u00a0\u00a0Leandro Miranda (Blueshift)<\/p>\n –\u00a0\u00a0\u00a0Leonardo Emmend\u00f6rfer (Universidade Federal de Santa Maria)<\/p>\n –\u00a0\u00a0\u00a0Leonardo Tomazeli Duarte (University of Campinas)<\/p>\n –\u00a0\u00a0\u00a0Leonardo F. R. Ribeiro (Amazon)<\/p>\n –\u00a0\u00a0\u00a0Lucas Bastos Germano (Instituto Militar de Engenharia)<\/p>\n –\u00a0\u00a0\u00a0Luis Z\u00e1rate (Pntif\u00edcia Universidade Cat\u00f3lica de Minas Gerais)<\/p>\n –\u00a0\u00a0\u00a0Luiz Martins (Universidade Federal de Uberl\u00e2ndia)<\/p>\n –\u00a0\u00a0\u00a0Luiz Henrique de Campos Merschmann (Universidade Federal de Lavras)<\/p>\n –\u00a0\u00a0\u00a0Marcela Ribeiro (Universidade Federal de S\u00e3o Carlos – UFSCar)<\/p>\n –\u00a0\u00a0\u00a0Marcelino Pereira (UERN)<\/p>\n –\u00a0\u00a0\u00a0Marcelo Albertini (Federal University of Uberlandia)<\/p>\n –\u00a0\u00a0\u00a0Marcelo Finger (USP\/IME)<\/p>\n –\u00a0\u00a0\u00a0Marcelo Manzato (University of Sao Paulo)<\/p>\n –\u00a0\u00a0\u00a0Marcos Bedo (Universidade Federal Fluminense)<\/p>\n –\u00a0\u00a0\u00a0Maria Camila Nardini Barioni (UFU)<\/p>\n –\u00a0\u00a0\u00a0Mariza Ferro (Universidade Federal Fluminense)<\/p>\n –\u00a0\u00a0\u00a0Marlo Souza (Universidade Federal da Bahia – UFBA)<\/p>\n –\u00a0\u00a0\u00a0Mauri Ferrandin (Universidade Federal de Santa Catarina – UFSC)<\/p>\n –\u00a0\u00a0\u00a0M\u00e1rio Benevides (Universidade Federal Fluminense – UFF)<\/p>\n –\u00a0\u00a0\u00a0Murillo Carneiro (Federal University of Uberl\u00e2ndia)<\/p>\n –\u00a0\u00a0\u00a0Murilo Loiola (Universidade Federal do ABC)<\/p>\n –\u00a0\u00a0\u00a0Murilo Naldi (Universidade Federal de S\u00e3o Carlos)<\/p>\n –\u00a0\u00a0\u00a0Nuno David (ISCTE)<\/p>\n –\u00a0\u00a0\u00a0Pablo Rangel (Instituto de Pesquisas da Marinha)<\/p>\n –\u00a0\u00a0\u00a0Paula Costa (UNICAMP)<\/p>\n –\u00a0\u00a0\u00a0Paulo Freire (Funda\u00e7\u00e3o de Apoio \u00e0 Escola T\u00e9cnica do Estado do Rio de Janeiro)<\/p>\n –\u00a0\u00a0\u00a0Paulo Quaresma (Universidade de \u00c9vora)<\/p>\n –\u00a0\u00a0\u00a0Paulo Henrique Pisani (Universidade Federal do ABC – UFABC)<\/p>\n –\u00a0\u00a0\u00a0Paulo T. Guerra (Federal University of Cear\u00e1)<\/p>\n –\u00a0\u00a0\u00a0Priscila Lima (UFRJ)<\/p>\n –\u00a0\u00a0\u00a0Rafael Bordini (PUCRS)<\/p>\n –\u00a0\u00a0\u00a0Rafael Gomes Mantovani (Federal Technology University of Paran\u00e1, Campus of Apucarana)<\/p>\n –\u00a0\u00a0\u00a0Renato Tinos (USP)<\/p>\n –\u00a0\u00a0\u00a0Ricardo Cerri (Universidade de S\u00e3o Paulo)<\/p>\n –\u00a0\u00a0\u00a0Ricardo Marcacini (ICMC\/USP)<\/p>\n –\u00a0\u00a0\u00a0Ricardo Rios (Universidade Federal da Bahia)<\/p>\n –\u00a0\u00a0\u00a0Ricardo Augusto Souza Fernandes (Federal University of S\u00e3o Carlos)<\/p>\n –\u00a0\u00a0\u00a0Richard Gon\u00e7alves (UNICENTRO)<\/p>\n –\u00a0\u00a0\u00a0Roberto Santana (University of the Basque Country)<\/p>\n –\u00a0\u00a0\u00a0Rodrigo Kishi (Universidade Federal de Mato Grosso do Sul)<\/p>\n –\u00a0\u00a0\u00a0Ronaldo Prati (Universidade Federal do ABC)<\/p>\n –\u00a0\u00a0\u00a0Roseli Ap. Francelin Romero (USP-SC)<\/p>\n –\u00a0\u00a0\u00a0Rosiane de FreitasR (IComp\/UFAM)<\/p>\n –\u00a0\u00a0\u00a0S\u00edlvio Cazella (UFCSPA)<\/p>\n –\u00a0\u00a0\u00a0Silvia Botelho (FURG)<\/p>\n –\u00a0\u00a0\u00a0Stefano Suraci (Instituto Militar de Engenharia)<\/p>\n –\u00a0\u00a0\u00a0Tatiane Nogueira (Federal University of Bahia)<\/p>\n –\u00a0\u00a0\u00a0Thiago Pardo (USP\/ICMC)<\/p>\n –\u00a0\u00a0\u00a0Tiago Tavares (Insper)<\/p>\n –\u00a0\u00a0\u00a0Vasco Furtado (Universidade de Fortaleza – UNIFOR)<\/p>\n –\u00a0\u00a0\u00a0Wagner Meira Jr. (UFMG)<\/p>\n <\/p>\n [\/et_pb_text][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_button button_url=”https:\/\/drive.google.com\/file\/d\/14egPiCV7rgFUBB6G2uMPiZtUMAHULAKj\/view?usp=drive_link” url_new_window=”on” button_text=”KDMiLe PROGRAM” _builder_version=”4.27.2″ _module_preset=”default” custom_button=”on” button_text_size=”23px” button_text_color=”#ffffff” button_bg_color=”#01728c” button_border_width=”0px” button_border_radius=”100px” button_letter_spacing=”0px” button_icon=”||divi||400″ transform_scale=”116%|116%” custom_margin=”||30px|76px|false|false” animation_style=”fade” animation_duration=”900ms” hover_enabled=”0″ box_shadow_style=”preset4″ box_shadow_blur=”6px” box_shadow_spread=”-3px” global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_button][et_pb_text _builder_version=”4.16″ text_font=”||||||||” text_font_size=”15px” text_line_height=”2em” header_2_font=”Glegoo||||||||” header_2_font_size=”40px” header_2_line_height=”1.4em” header_4_font=”|700||on|||||” header_4_text_color=”#1d48c0″ header_4_font_size=”16px” header_4_letter_spacing=”2px” header_4_line_height=”1.6em” custom_padding=”||2px|||” header_2_font_size_tablet=”30px” header_2_font_size_phone=”22px” header_2_font_size_last_edited=”on|phone” header_4_font_size_tablet=”” header_4_font_size_phone=”14px” header_4_font_size_last_edited=”on|phone” locked=”off” global_colors_info=”{}”]<\/p>\n IMPORTANT DATES<\/strong><\/p>\n\n
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