KDMILE

Symposium on Knowledge Discovery, Mining and Learning (KDMiLe)

October 19-22, 2026

Cuiabá, MT – Brasil

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 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

Calendar

Submission deadline

June 8th, 2026

Calendar

Notification to authors

July 20th, 2026

Calendar

Camera-ready version

August 28th, 2026

!

Note

All deadlines are 23:59 UTC-12:00 – anywhere on Earth!

PROGRAM CHAIRS

JS

Program Chairs

Jorge de Abreu Soares

Cefet-RJ

TBA

Co-Chair

To be defined

TBA

STEERING COMMITTEE

AP

Steering Committee

Alexandre Plastino

UFF

AC

Steering Committee

André Carlos Ponce de Leon Ferreira de Carvalho

ICMC-USP

LM

Steering Committee

Luiz Henrique de Campos Merschmann

UFLA

RC

Steering Committee

Ricardo Cerri

ICMC-USP

WM

Steering Committee

Wagner Meira Jr.

UFMG

PROGRAM COMMITTEE

  • Alan Valejo (Universidade de São Carlos)
  • Alberto Sulaiman Sade Junior (Instituto Militar de Engenharia)
  • Alessandro Vivas Andrade (Universidade Federal dos Vales Jequitinhonha e Mucuri)
  • Alexandre Plastino (Universidade Federal Fluminense)
  • Aline Paes (Universidade Federal Fluminense)
  • Ana Carolina Lorena (Instituto Tecnológico de Aeronáutica)
  • Argus Antonio Barbosa Cavalcante (IBM)
  • 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)
  • Carlos Eduardo Ribeiro de Mello (Unirio)
  • Celso Camilo (Universidade Federal de Goiás)
  • Claudia Justel (Instituto Militar de Engenharia)
  • Daniel de Oliveira (Universidade Federal Fluminense)
  • Daniel Mourão Martins (Instituto Militar de Engenharia)
  • Danielo Gonçalves Gomes (Universidade Federal do Ceará)
  • Dayse de Almeida (Universidade Federal de Catalão)
  • Debora Medeiros (Universidade Federal do ABC)
  • Diego Carvalho (CEFET/RJ)
  • Diego Nunes Brandão (CEFET/RJ)
  • Diego Furtado Silva (Universidade de São Paulo)
  • Douglas de Oliveira Cardoso (Universidade de Coimbra)
  • Edelberto Franco Silva (Universidade Federal de Juiz de Fora)
  • Eduardo Bezerra (CEFET/RJ)
  • Eduardo Evans Romanus (Grupo Ipiranga)
  • Eduardo Ogasawara (CEFET/RJ)
  • Elaine Cecília Gatto (Universidade Federal de Lavras)
  • Elaine Sousa (University of Sao Paulo)
  • Elloá Barreto Guedes da Costa (Universidade do Estado do Amazonas)
  • Erick Florentino (TIM)
  • 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)
  • Fábio Cozman (USP – Politécnica)
  • Fellipe Duarte (Universidade Federal Rural do Rio de Janeiro)
  • Francisco de Carvalho (Centro de Informática – CIn/UFPE)
  • Gabriel Machado (Pontifícia Universidade Católica do Rio de Janeiro)
  • Georgia Regina Rodrigues Gomes (Universidade Federal Fluminense)
  • Giomar Oliver Sequeiros Olivera (Universidade do Estado do Rio de Janeiro)
  • Gustavo Paivia Guedes e Silva (CEFET/RJ)
  • Gustavo Silva Semaan (Universidade Federal Fluminense)
  • Heder Soares Bernardino (Universidade Federal de Juiz de Fora)
  • Humberto Razente (Universidade Federal de Uberlândia)
  • Jader Lugon Jr. (Instituto Federal Fluminense)
  • Jonnathan Carvalho (Instituto Federal de Educação, Ciência e Tecnologia Fluminense)
  • Joris Guerin (Université de Montpellier)
  • Jorge de Abreu Soares (CEFET/RJ)
  • José Luiz Neves Voltan (Instituto Militar de Engenharia)
  • José André de Moura Brito (Instituto Brasileiro de Geografia e Estatística)
  • Julio Duarte (Instituto Militar de Engenharia)
  • Julio Nievola (PUCPR)
  • Karin Becker (UFRGS)
  • Karla Figueiredo (Universidade do Estado do Rio de Janeiro)
  • Kate Revoredo (Humboldt-Universität zu Berlin)
  • Leandro Alvim (Universidade Federal Rural do Rio de Janeiro)
  • Leandro Miranda (Blueshift)
  • Leonardo Emmendörfer (Universidade Federal de Santa Maria)
  • Leonardo Tomazeli Duarte (University of Campinas)
  • Leonardo F. R. Ribeiro (Amazon)
  • Lincoln de Queiroz Vieira (Instituto Militar de Engenharia)
  • Lincoln Faria da Silva (Universidade do Estado do Rio de Janeiro)
  • Lucas Bastos Germano (Instituto Militar de Engenharia)
  • Luciano Bertini (Universidade Federal de Itajubá)
  • Luís Domingues Tomé Jardim Tarrataca (CEFET/RJ)
  • Luis Zárate (Pontifícia 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)
  • Marcelo Albertini (Federal University of Uberlândia)
  • Marcelo Finger (USP/IME)
  • Marcelo Manzato (University of Sao Paulo)
  • Marcos Bedo (Universidade Federal Fluminense)
  • Maria Camila Nardini Barioni (UFU)
  • Maria Claudia Reis Cavalcanti (Instituto Militar de Engenharia)
  • Mariza Ferro (Universidade Federal Fluminense)
  • Maurício de Paulo (Instituto Militar de Engenharia)
  • Mauri Ferrandin (Universidade Federal de Santa Catarina)
  • Mário Benevides (Universidade Federal Fluminense)
  • Murillo Carneiro (Federal University of Uberlândia)
  • Murilo Loiola (Universidade Federal do ABC)
  • Murilo Naldi (Universidade Federal de São Carlos)
  • Nadia Felix Felipe da Silva (Universidade Federal de Goiás)
  • Nuno David (ISCTE)
  • Pablo Luiz Araújo Munhoz (Universidade Federal de Ouro Preto)
  • Pablo Rangel (Instituto de Pesquisas da Marinha)
  • Paulo Marcio Souza 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)
  • Paulo T. Guerra (Federal University of Ceará)
  • Pedro Nuno de Souza Moura (Unirio)
  • Priscila Lima (UFRJ)
  • Rafael Gomes Mantovani (Federal Technology University of Paraná, Campus of Apucarana)
  • Raphael Guerra (Universidade Federal Fluminense)
  • Reginaldo Santos (Universidade Federal do Pará)
  • Ricardo Cerri (Universidade de São Paulo)
  • Ricardo Marcacini (ICMC/USP)
  • Ricardo Rios (Universidade Federal da Bahia)
  • Rodrigo Kishi (Universidade Federal de Mato Grosso do Sul)
  • Ronaldo Prati (Universidade Federal do ABC)
  • Ronaldo Ribeiro Goldschmidt (Instituto Militar de Engenharia)
  • Roseli Ap. Francelin Romero (USP-SC)
  • Samir de Oliveira Cunha Ramos (Instituto Militar de Engenharia)
  • Sergio Teixeira Carvalho (Universidade Federal de Goiás)
  • Sílvio Cazella (UFCSPA)
  • Silvio Ereno Quincozes (Universidade Federal do Pampa)
  • Stefano Suraci (Instituto Militar de Engenharia)
  • Tanilson Dias dos Santos (Universidade Federal de Tocantins)
  • Tatiane Nogueira (Federal University of Bahia)
  • Tiago Tavares (Insper)
  • Vasco Furtado (Universidade de Fortaleza)
  • Wallace Corbo Ugulino (University of Twente)
  • Wouter Caarls (PUC-Rio)