34th Brazilian Conference on Intelligent Systems (BRACIS)

Date

17 a 21 de nov 24

Location

Universidade Federal do Pará, Prédio das Pós-Graduações do Instituto de Tecnologia, Rua Augusto Corrêa, 01 – Guamá, Belém – PA, 66075-110.

Call for papers

KDMiLe 2024

The Symposium on Knowledge Discovery, Mining and Learning (KDMiLe) aims at integrating researchers, practitioners, developers, students, and users to present their research results, discuss ideas, and exchange techniques, tools, and practical experiences – related to the Data Mining and Machine Learning areas.

KDMiLe originated from WAAMD (Workshop em Algoritmos e Aplicações de Mineração de Dados) that occurred during five years – 2005 to 2009 – 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).

This year, 2024, in its twelfth edition, KDMiLe will be held in Belém, Pará, from 17-21 November, in conjunction with the Brazilian Conference on Intelligent Systems (BRACIS). This year KDMiLe is being organized by Universidade Federal do Pará.

SUBMISSION & PRESENTATION GUIDELINES

  • Papers may be written in Portuguese or English, but the title, the abstract, and the keywords must be written in English.
  • Submissions are reviewed following a single blind review process, i.e., you do not need to hide authors’ names and affiliations.
  • The manuscript must not exceed 8 pages. Papers exceeding this limit will be automatically rejected without being reviewed by the Program Committee.
  • Papers must be submitted in PDF format. Formats other than PDF will NOT be accepted.
  • Latex template available here.
  • Papers must be submitted through JEMS.

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.

Submitted papers will be reviewed based on originality, relevance, technical soundness, and clarity of presentation.

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.

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.

 

    PROGRAM COMITTEE

    –   Alan Valejo (Universidade de São Carlos – UFSCar)

    –   Alexandre Evsukoff (COPPE/UFRJ)

    –   Alexandre Plastino (Universidade Federal Fluminense)

    –   Ana Carolina Lorena (Instituto Tecnológico de Aeronáutica)

    –   André Rossi (São Paulo State University – UNESP)

    –   Anna Helena Reali Costa (Universidade de São Paulo)

    –   Aurora Pozo (UFPR)

    –   Bianca Zadrozny (IBM Research)

    –   Bruno Nogueira (Universidade Federal de Mato Grosso do Sul)

    –   Carlos Ferrero (Instituto Federal de Santa Catarina)

    –   Carlos Eduardo Pantoja (CEFET/RJ)

    –   Claudia Justel (Instituto Militar de Engenharia)

    –   Daniel Martins (IME)

    –   Daniel Salles Civitarese (IBM Research)

    –   Daniela Barreiro Claro (Federal University of Bahia)

    –   Dayse de Almeida (Universidade Federal de Catalão – UFCAT)

    –   Debora Medeiros (Universidade Federal do ABC)

    –   Diego Carvalho (CEFET/RJ)

    –   Diego Furtado Silva (Universidade de São Paulo)

    –   Edson Gomi (University of São Paulo)

    –   Edson Matsubara (Fundação Universidade Federal de Mato Grosso do Sul)

    –   Eduardo Ogasawara (CEFET/RJ)

    –   Elaine Sousa (University of Sao Paulo)

    –   Erick Florentino (Instituto Militar de Engenharia)

    –   Eugênio Silva (UERJ – Universidade do Estado do Rio de Janeiro)

    –   Fabio Lobato (Universidade Federal do Oeste Pará)

    –   Fabio Porto (LNCC)

    –   Fabrício Pereira (Universidade Federal do Estado do Rio de Janeiro – UNIRIO)

    –   Fábio Cozman (USP – Politécnica)

    –   Fellipe Duarte (Universidade Federal Rural do Rio de Janeiro)

    –   Fernanda Baião (PUC-Rio)

    –   Francisco De Carvalho (Centro de Informática – CIn/UFPE)

    –   Gabriel Machado (Pontifícia Universidade Católica do Rio de Janeiro)

    –   Gustavo Guedes (CEFET/RJ)

    –   Helena Caseli (UFSCar)

    –   Humberto Razente (Universidade Federal de Uberlandia)

    –   Jonice Oliveira (Universidade Federal do Rio de Janeiro – UFRJ)

    –   Jonnathan Carvalho (Instituto Federal de Educação, Ciência e Tecnologia Fluminense)

    –   Jorge Soares (CEFET/RJ)

    –   José Luiz Neves Voltan (Instituto Militar de Engenharia)

    –   Julio Duarte (Instituto Militar de Engenharia)

    –   Julio Nievola (PUCPR)

    –   Karin Becker (UFRGS)

    –   Kate Revoredo (Humboldt-Universität zu Berlin)

    –   Leandro Miranda (Blueshift)

    –   Leonardo Emmendörfer (Universidade Federal de Santa Maria)

    –   Leonardo Tomazeli Duarte (University of Campinas)

    –   Leonardo F. R. Ribeiro (Amazon)

    –   Lucas Bastos Germano (Instituto Militar de Engenharia)

    –   Luis Zárate (Pntifícia Universidade Católica de Minas Gerais)

    –   Luiz Martins (Universidade Federal de Uberlândia)

    –   Luiz Henrique de Campos Merschmann (Universidade Federal de Lavras)

    –   Marcela Ribeiro (Universidade Federal de São Carlos – UFSCar)

    –   Marcelino Pereira (UERN)

    –   Marcelo Albertini (Federal University of Uberlandia)

    –   Marcelo Finger (USP/IME)

    –   Marcelo Manzato (University of Sao Paulo)

    –   Marcos Bedo (Universidade Federal Fluminense)

    –   Maria Camila Nardini Barioni (UFU)

    –   Mariza Ferro (Universidade Federal Fluminense)

    –   Marlo Souza (Universidade Federal da Bahia – UFBA)

    –   Mauri Ferrandin (Universidade Federal de Santa Catarina – UFSC)

    –   Mário Benevides (Universidade Federal Fluminense – UFF)

    –   Murillo Carneiro (Federal University of Uberlândia)

    –   Murilo Loiola (Universidade Federal do ABC)

    –   Murilo Naldi (Universidade Federal de São Carlos)

    –   Nuno David (ISCTE)

    –   Pablo Rangel (Instituto de Pesquisas da Marinha)

    –   Paula Costa (UNICAMP)

    –   Paulo Freire (Fundação de Apoio à Escola Técnica do Estado do Rio de Janeiro)

    –   Paulo Quaresma (Universidade de Évora)

    –   Paulo Henrique Pisani (Universidade Federal do ABC – UFABC)

    –   Paulo T. Guerra (Federal University of Ceará)

    –   Priscila Lima (UFRJ)

    –   Rafael Bordini (PUCRS)

    –   Rafael Gomes Mantovani (Federal Technology University of Paraná, Campus of Apucarana)

    –   Renato Tinos (USP)

    –   Ricardo Cerri (Universidade de São Paulo)

    –   Ricardo Marcacini (ICMC/USP)

    –   Ricardo Rios (Universidade Federal da Bahia)

    –   Ricardo Augusto Souza Fernandes (Federal University of São Carlos)

    –   Richard Gonçalves (UNICENTRO)

    –   Roberto Santana (University of the Basque Country)

    –   Rodrigo Kishi (Universidade Federal de Mato Grosso do Sul)

    –   Ronaldo Prati (Universidade Federal do ABC)

    –   Roseli Ap. Francelin Romero (USP-SC)

    –   Rosiane de FreitasR (IComp/UFAM)

    –   Sílvio Cazella (UFCSPA)

    –   Silvia Botelho (FURG)

    –   Stefano Suraci (Instituto Militar de Engenharia)

    –   Tatiane Nogueira (Federal University of Bahia)

    –   Thiago Pardo (USP/ICMC)

    –   Tiago Tavares (Insper)

    –   Vasco Furtado (Universidade de Fortaleza – UNIFOR)

    –   Wagner Meira Jr. (UFMG)

     

    IMPORTANT DATES

    • Submission deadline: August 10th, 2024
    • Notification to authors: September 24th, 2024
    • Camera-ready version: October 1st, 2024

    REGISTRATION
    TBA

    SPECIAL ISSUES

    Authors of the best papers will be invited to submit extended versions of their work to be appreciated for publication in special issues after the conference.

    TOPICS OF INTEREST

    The KDMiLe Program Committee invites submissions containing new ideas, proposals, and applications in the Data Mining and Machine Learning areas. Below is a list of common topics, although KDMiLe is not limited to them.

    In Data Mining:

    • Association Rules
    • Classification
    • Clustering
    • Data Mining Applications
    • Data Mining Foundations
    • Evaluation Methodology in Data Mining
    • Feature Selection and Dimensionality Reduction
    • Graph Mining
    • Massive Data Mining
    • Multimedia Data Mining
    • Multirelational Mining
    • Outlier Detection
    • Parallel and Distributed Data Mining
    • Pre and Post Processing
    • Ranking and Preference Mining
    • Privacy and Security in Data Mining
    • Quality and Interest Metrics
    • Sequential Patterns
    • Social Network Mining
    • Stream Data Mining
    • Text Mining
    • Time-Series Analysis
    • Visual Data Mining Web Mining
    • Recommender Systems based on Data Mining

    In Machine Learning:

    • Active Learning
    • Bayesian Inference
    • Case-Based Reasoning
    • Cognitive Models of Learning
    • Constructive Induction and Theory Revision
    • Cost-Sensitive Learning
    • Deep Learning
    • Ensemble Methods
    • Evaluation Methodology in Machine Learning
    • Fuzzy Learning Systems
    • Inductive Logic
    • Kernel Methods
    • Knowledge-Intensive Learning
    • Learning Theory
    • Machine Learning Applications
    • Meta-Learning
    • Multi-Agent and Co-Operative Learning
    • Natural Language Processing
    • Probabilistic and Statistical Methods
    • Ranking and Preference Learning
    • Recommender Systems based on Machine Learning
    • Reinforcement Learning
    • Semi-Supervised Learning
    • Supervised Learning
    • Unsupervised Learning
    • Online Learning

    COMMITTEES

    STEERING COMITTEE
    Luiz Henrique de Campos Merschmann (UFLA)
    Alexandre Plastino (UFF)
    André Carlos Ponce de Leon Ferreira de Carvalho (ICMC-USP)
    Wagner Meira Jr. (UFMG)
    Ricardo Cerri (ICMC-USP)

    PROGRAM CHAIR
    Chair – Eduardo Bezerra (CEFET-RJ) – ebezerra@cefet-rj.br
    Co-Chair – Ronaldo Ribeiro Goldschmidt (IME-RJ) – ronaldo.rgold@ime.eb.br

    LOCAL CHAIR
    Reginaldo Cordeiro dos Santos Filho (UFPA) – regicsf@ufpa.br