Professional background
Research
2020-2023
Associate
professor. DCC - ICEx -
UFMG, Belo Horizonte (Brazil).
2012-2020
Assistant
professor. DCC - ICEx -
UFMG, Belo Horizonte (Brazil). Inductive queries
of local patterns: for more expressiveness and
scalability.
2010-2012
Post-doc research in data
mining. DCC - ICEx -
UFMG, Belo Horizonte (Brazil). FAPEMIG
project. Constraint-based mining of actionable patterns
in n-dimensional datasets.
2007-2010
PhD within a data mining
research team. Team led
by Prof. Jean-François Boulicaut, LIRIS laboratory -
INSA-Lyon, Villeurbanne (France). European
project IST-FET FP6-516169 IQ then French project
ANR-07-MDCO-014 Bingo2. Design, implementation,
evaluation and application of constraint-based complete
extractors of closed patterns in noisy n-ary relations.
2006-2007
One-year internship within a
robotics research
team. Team led by
Prof. Renato Zaccaria, Genova Robot SRL, Genoa
(Italy). Design and implementation of a
navigation strategy inspired by animal behaviors.
Administration
2021-2023
Member of the
"colegiado". Mathematic
department of UFMG.
2017-2023
Member of the commission for the
revalidation of foreign diplomas (president from 2019 to
2021). Information
systems department of UFMG.
2017-2019
Member of the assessing
committee for earth and exact
science. Computer
science department of UFMG.
2014-2023
Member of the commission for the
support of foreign candidates to post-graduate
studies. Computer
science department of UFMG.
2013-2019
Member of the
"colegiado". Mathematic
department of UFMG.
Teaching
2012-2023
Numeric computation and
analysis. Computer
science department of UFMG.
2011-2023
Applied data
mining. Computer
science department of UFMG.
2009-2010
Data
mining. Computer
science department of INSA-Lyon.
2008-2009
Artificial
intelligence. Computer
science department of INSA-Lyon.
2007-2008
From a model to a
reality. First cycle of
INSA-Lyon.
Post-graduate advising
2018-2021
Master. Computer
science department of UFMG. Bernardo de Almeida
Abreu.
2017-2018
Master. Computer
science department of INSA-Lyon. Aurélien Coussat.
2017-2018
Master. Computer
science department of INSA-Lyon. Nicolas Nadisic.
2016-2018
Master. Computer
science department of UFMG. João Vitor Tenório.
2016-2018
Master. Computer
science department of UFMG. Lucas Maciel.
2015-2017
Master. Computer
science department of UFMG. Vaux Gomes.
2012-2015
PhD (co-advising with Wagner
Meira Jr.). Computer
science department of UFMG. Renê R. Veloso.
Reviewing
2024
ECML/PKDD 2024 journal track and
ICDM 2024. Guest editor and member of the
program committee.
2023
ECML/PKDD 2023 journal track and
ICDM 2023. Guest editor and member of the
program committee.
2022
ECML/PKDD 2022 journal
track. Guest editor.
2021
ECML/PKDD 2021 journal track and
ICDM 2021. Guest editor and member of the
program committee.
2020
ECML/PKDD 2020 journal track and
ICDM 2020. Guest editor and member of the
program committee.
2019
ECML/PKDD 2019 journal and
conference tracks and ICDM 2019. Guest editor
and member of the program committees.
2018
ECML/PKDD 2018 journal and
conference tracks, IDA 2018, and FCA4AI 2018.
Guest editor and ember of the program committees.
2017
ECML/PKDD 2017 journal and
conference tracks, SDM 2017, and ICDM 2017. Guest
editor and member of the program committees.
2016
ECML/PKDD 2016 journal and
conference tracks, SDM 2016, IDA 2016, FCA4AI 2016, and
ICDM 2016. Guest editor and member of the program
committees.
2015
ECML/PKDD 2015, IDA 2015, and
ICDM 2015. Member of the program committees.
2014
ECML/PKDD 2014, IBERAMIA 2014,
and ICDM 2014. Member of the program committees.
2013
ECML/PKDD 2013. Member of
the program committee.
2012
CIKM 2012 and ICDM 2012.
Member of the program committees.
2008-2011
DMKD, TKDE, ICDM, KDD, SDM,
CIKM, DaWaK, etc. More than 20 reviews.
