Principal Investigators

Frederico Gadelha Guimarães picture
Frederico Gadelha Guimarães

Dr. Frederico G. Guimarães has been working with the Department of Electrical Engineering at UFMG, Brazil, since 2010. He received the B.Eng., M.Sc., and Ph.D. degrees in Electrical Engineering from Universidade Federal de Minas Gerais (UFMG), Brazil, in 2003, 2004, and 2008 respectively. He developed part of his Ph.D. as a Visiting Student at McGill University, Montreal QC, from May 2006 to May 2007. He worked with the Department of Computer Science at Universidade Federal de Ouro Preto (UFOP), Brazil, from 2008 to 2010. His main research interests are in the field of computational intelligence, time series forecasting, multi-objective optimization, evolutionary computation, and hybrid algorithms. Dr. Guimarães is a member of the IEEE Computational Intelligence Society, the SBIC (Brazilian Society of Computational Intelligence), and founding member of the INCOSE Brazilian Chapter.

Cristiano Leite Castro picture
Cristiano Leite Castro

Cristiano Leite de Castro received a B.Sc. degree in Computer Science (2001) from Federal University of Lavras (UFLA), a M.Sc. and Ph.D degree (2004 and 2011) in Communications and Computer Engineering from Federal University of Minas Gerais (UFMG). Since 2014, he is with Electrical Engineering Department at UFMG, where he has taught and supervised students in Undergraduate, Master and Ph.D degree levels. His interest involves theoretical aspects and applications of machine learning and data science. Within these broad areas, he has been researching on the following subjects: time-series clustering and forecasting, pattern classification with unbalanced and non-stationary (concept drift) data and design of incremental machine learning algorithms.

Collaborators

Agnaldo José da Rocha Reis picture
Agnaldo José da Rocha Reis

Escola de Minas, Universidade Federal de Ouro Preto, Brazil

António Gaspar-Cunha picture
António Gaspar-Cunha

Departamento de Engenharia de Polímeros, Universidade do Minho, Portugal

David Alister Lowther picture
David Alister Lowther

Department of Electrical and Computer Engineering, McGill University, Canada

Luciano Perdigão Cota picture
Luciano Perdigão Cota

Instituto Tecnológico Vale, Brazil

Luis Fernando Galindres Guancha picture
Luis Fernando Galindres Guancha

Universidad Tecnologica de Pereira, Colombia, Colombia

Marcone Jamilson Freitas Souza picture
Marcone Jamilson Freitas Souza

Departamento de Computação, Universidade Federal de Ouro Preto, Brazil

Miri Weiss Cohen picture
Miri Weiss Cohen

Department of Software Engineering, ORT Braude College of Engineering, Israel

Patrick Siarry picture
Patrick Siarry

LISSI, Université Paris-Est Créteil (UPEC), France

Ramón Alfonso Gallego Rendón picture
Ramón Alfonso Gallego Rendón

Universidad Tecnologica de Pereira, Colombia

Sílvia Grasiella Moreira Almeida picture
Sílvia Grasiella Moreira Almeida

Instituto Federal Minas Gerais – Campus Ouro Preto, Brazil

Alumni

Moises Mendes picture
Moises Mendes

Undergraduate Student, 2019

Rodrigo César Pedrosa Silva picture
Rodrigo César Pedrosa Silva

Postdoctoral Researcher, 2019

Gustavo Linhares Vieira picture
Gustavo Linhares Vieira

Masters Student, 2018

Ivan Reinaldo Meneghini picture
Ivan Reinaldo Meneghini

PhD Student, 2018

Igor Ferreira de Andrade picture
Igor Ferreira de Andrade

Undergraduate Student, 2018

Reza Javanmard Alitappeh picture
Reza Javanmard Alitappeh

Postdoctoral Researcher, 2018

Kossar JeddiSaravi picture
Kossar JeddiSaravi

PhD Student, 2017

Rasul Enayatifar picture
Rasul Enayatifar

Postdoctoral Researcher, 2016

Vitor Nazário Coelho picture
Vitor Nazário Coelho

PhD Student, 2016

Cidiney José da Silva picture
Cidiney José da Silva

PhD Student, 2016

André Siqueira Ruela picture
André Siqueira Ruela

PhD Student, 2016

Pedro Leal Pazzini da Silva picture
Pedro Leal Pazzini da Silva

Masters Student, 2016

Shakoor Muhammad picture
Shakoor Muhammad

PhD Student, 2015

Fernando Cortez Sica picture
Fernando Cortez Sica

PhD Student, 2015

Ricardo Sérgio Prado picture
Ricardo Sérgio Prado

PhD Student, 2013