KDMILE
Symposium on Knowledge Discovery, Mining and Learning (KDMiLe)
ABOUT
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, 2026, in its fourteenth edition, KDMiLe will be held in Cuiabá, Mato Grosso, from October 19 to October 22, in conjunction with the Brazilian Conference on Intelligent Systems (BRACIS), and organized by Federal University of Mato Grosso (UFMT).
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.
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
Active Learning
Bayesian Inference
Case-Based Reasoning
Cognitive Models of Learning
Constructive Induction and Theory Revision
Cost-Sensitive Learning
Data-Centric Artificial Intelligence
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
Online Learning
Probabilistic and Statistical Methods
Ranking and Preference Learning
Recommender Systems based on Machine
Reinforcement Learning
Semi-Supervised Learning
Supervised Learning
Unsupervised Learning
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 eight 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 http://www.overleaf.com/latex/templates/kdmile-symposium-on-knowledge-discovery-mining-and-learning/qjvchvfvsykz.
- Papers must be submitted through JEMS 3 https://jems3.sbc.org.br/kdmile2026.
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.
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.
IMPORTANT DATES
Submission deadline
June 08, 2026
June 22, 2026
June 29, 2026
Notification to authors
August 10, 2026
Camera-ready version
August 28, 2026
Note
All deadlines are 23:59 UTC-12:00 – anywhere on Earth!
PROGRAM CHAIRS
Program Chairs
Jorge de Abreu Soares
Cefet-RJ
Chair
Leandro Alvim
UFRRJ
STEERING COMMITTEE
Steering Committee
Alexandre Plastino
UFF
Steering Committee
André Carlos Ponce de Leon Ferreira de Carvalho
ICMC-USP
Steering Committee
Luiz Henrique de Campos Merschmann
UFLA
Steering Committee
Ricardo Cerri
ICMC-USP
Steering Committee
Wagner Meira Jr.
UFMG
PROGRAM COMMITTEE
Adriano Mourthé (UNIRIO)
Adriano V. Werhli (FURG)
Alan Demétrius Baria Valejo (UFSCar)
Alberto Sulaiman Sade Junior (IME / BACEN)
Alceu Britto Jr (PUCPR)
Alexandre Alcoforado (USP)
Alexandre Plastino (UFF)
Aline Paes (UFF)
Ana Carolina Lorena (ITA)
Ana Trindade Winck (UFCSPA)
Andrés Eduardo Coca Salazar (UTFPR)
Anne Magaly de Paula Canuto (FURG)
Ariadne de Andrade Costa (UFJ)
Aurora Pozo (UFPR)
Bianca Matos de Barros (FURG)
Bianca Zadrozny (UFF)
Bruna Zamith Santos (UFPE)
Bruno Nogueira (UFMS)
Camila Ascendina Kamei (UFPE)
Carlos Mello (UNIRIO)
Carmelo José Albanez Bastos-Filho (UPE)
Claudia M. Justel (IME)
Cláudio Elízio Calazans Campelo (UFCG)
Cleber Zanchettin (UFPE)
Daniel de Oliveira (UFF)
Daniel Pinheiro da Silva Junior (UFF)
Danielo G. Gomes (UFC)
Danilo Sipoli Sanches (UTFPR)
Dayse Silveira de Almeida (UFCAT)
Diego Carvalho (Cefet/RJ)
Diego Furtado Silva (USP)
Diego Minatel (USP)
Diego N. Brandão (Cefet/RJ)
Douglas de Oliveira Cardoso (Universidade de Coimbra)
Eder Mateus Nunes Gonçalves (FURG)
Eduardo Bezerra (Cefet/RJ)
Eduardo Ferreira (Cefet/RJ)
Eduardo J. Spinosa (UFPR)
Elaine Cecília Gatto (UFLA)
Elaine Sousa (USP)
Elloá B. Guedes (UEA)
Eugênio Silva (UERJ)
Fábio Gagliardi Cozman (USP)
Fabio M. F. Lobato (UFOPA)
Fabio Porto (LNCC)
Fabrício Almeida do Carmo (UFMA)
Fabrício Raphael Silva Pereira (UNIRIO)
Fellipe Ribeiro Duarte (UFRRJ)
Fernanda Maria da Cunha Santos (UFU)
Fernando Osório (USP)
Filipe Braida do Carmo (UFRRJ)
Francisco de Assis Boldt (IFES)
Francisco De Carvalho (CIn/UFPE)
Gabriel Assis (UFF)
Georgia Regina Rodrigues Gomes (UFF)
Giomar Oliver Sequeiros Olivera (UERJ)
Gustavo Silva Semaan (UFRRJ)
Heder Bernardino (UFJF)
Heloisa Arruda Camargo (UFSCar)
Humberto Razente (UFU)
Igor Cataneo Silveira (IME/USP)
Ivone Penque Matsuno (UFMS)
Jader Lugon Junior (IFF)
Jean Paul Barddal (PUCPR)
Jefferson Oliveira Andrade (IFES)
João Emanoel Ambrósio Gomes (IFSertãoPE)
Joao Gabriel Melo Barbirato (ICMC/USP)
João Paulo Canário (UFBA)
Joel Luís Carbonera (FURG)
Jonice de Oliveira Sampaio (UFRJ)
Jonnathan Carvalho (IFSul)
Jorge de Abreu Soares (Cefet/RJ)
Jorge J. Zavaleta Gavidia (UFRRJ)
Jorge Kysnney Santos Kamassury (CERTI)
José Everardo Bessa Maia (UECE)
José Jailton (UFPA)
José Viterbo (UFF)
José Wellington Franco (UFC)
Julia da Rocha Junqueira (UFPel)
Julio C. S. Reis (UFV)
Julio Cesar Duarte (IME)
Julio Cesar Nievola (PUCPR)
Karin Becker (FURG)
Karin Satie Komati (IFES)
Karina S. Machado (FURG)
Karla Figueiredo (UERJ)
Kate Cerqueira Revoredo (HU Berlin)
Larissa Astrogildo Freitas (UFPel)
Leandro Alvim (UFRRJ)
Leandro B. Miranda (UFF)
Leonardo Ferreira (FEI)
Leonardo Pereira de Sousa (UFPI)
Leonardo Tomazeli Duarte (UNICAMP)
Letícia Freire (UFF)
Lucas Bastos Germano (IME)
Lucas Rafael Costella Pessutto (FURG)
Lucas Silveira Kupssinsky (PUCRS)
Lucas Souza Rodrigues (UFMS)
Luis Alfredo V. Carvalho (UFABC)
Luis Enrique Zárate (PUC-MG)
Luiz G.A. Martins (UFU)
Luiz Henrique de Campos Merschmann (UFLA)
Maicon Herverton Lino Ferreira da Silva Barros (UPE)
Marcel Rodrigues de Barros (USP)
Marcel William Rocha da Silva (UFRRJ)
Marcela Xavier Ribeiro (UFSCar)
Marcelo Chamy Machado (IFAM)
Marcelo Zamith (UFRRJ)
Marco Antonio Moreira Carvalho (UFOP)
Marcos Bedo (UFF)
Marcos Gonçalves Quiles (USP)
Maria Camila Nardini Barioni (UFU)
Maria Claudia Reis Cavalcanti (IME)
Maria de Lourdes Maia Silva (UFC)
Mariela Morveli-Espinoza (UTFPR)
Mário Benevides (UFF)
Mariza Ferro (UFF)
Matheus Yasuo Ribeiro Utino (USP)
Mauri Ferrandin (UFSC)
Maurício Carvalho Mathias de Paulo (IME)
Mirela T. Cazzolato (USP)
Murillo Guimarães Carneiro (UFU)
Murilo Bellezoni Loiola (UFABC)
Murilo Naldi (UFSCar)
Nicolas Melo (UFPE)
Nuno David (ISCTE)
Omar Andres Carmona Cortes (IFMA)
Pablo Luiz Araújo Munhoz (UFOP)
Pablo Rangel (IPqM)
Paulo Henrique Pisani (UFABC)
Paulo M. S. Freire (FAETEC)
Paulo Quaresma (Universidade de Évora)
Pedro Nuno Moura (UNIRIO)
Priscila Lima (UFRJ)
Priscila Tiemi Maeda Saito (UFSCar)
Rafael Alves Bonfim de Queiroz (UFOP)
Rafael Bastos (IFSul)
Rafael da Costa Silva (USP)
Rafael de Santiago (UFSC)
Rafael Gomes Mantovani (UTFPR)
Raimundo da Silva Barreto (UFAM)
Raphael Guerra (UFF)
Reinaldo Silva Fortes (UFOP)
Renata Galante (FURG)
Renato Silva (IFTM)
Ricardo C. Corrêa (UFRRJ)
Ricardo Cerri (USP)
Ricardo Jose Pfitscher (UFSC)
Ricardo Marcondes Marcacini (ICMC/USP)
Roberto Fray da Silva (USP)
Robespierre Dantas da Rocha Pita (UFBA)
Rodrigo Mitsuo Kishi (UFMS)
Romis Attux (UNICAMP)
Romuere Rodrigues Veloso e Silva (UFPI)
Ronaldo C. Prati (UFABC)
Ronaldo R. Goldschmidt (IME)
Roseli Ap. Francelin Romero (USP)
Ruam Pastor (UFPE)
Sajal Garg (Microsoft, Inc.)
Sammuel Ramos da Silva (UFOP)
Sávio Teles (UFG)
Sílvio César Cazella (UFCSPA)
Taiane Ramos (UFF)
Tanilson Dias Santos (UFT)
Tatiane Nogueira (UFBA)
Thais L. M. de Almeida (UFRJ)
Thiago Bittencourt (UFSC)
Tiago Fernandes Tavares (Insper)
Vander L. S. Freitas (UFOP)
Vasco Furtado (UNIFOR)
Vinicius Renan de Carvalho (USP)
Wagner Meira Jr. (UFMG)
Wallace C. Ugulino (University of Twente)
Washington Cunha (UNICAMP)
Ygor de Mello Canalli (UFRJ)
CONTACT INFORMATION
Questions or comments can be sent to the program chairs: Jorge de Abreu Soares (jorge.soares@cefet-rj.br) and Leandro Alvim (alvim.lgm@gmail.com).