Rafael Menelau Oliveira e Cruz
Scholar

Rafael Menelau Oliveira e Cruz

Google Scholar ID: jtYFoD0AAAAJ
Associate Professor, École de Technologie Supérieure
Machine LearningEnsemble of ClassifiersImbalanced LearningNatural Language ProcessingMeta-learning
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Citations & Impact
All-time
Citations
2,144
 
H-index
20
 
i10-index
40
 
Publications
20
 
Co-authors
38
list available
Contact
Emailrafael.menelau-cruz@etsmtl.caGitHubOpen ↗
Publications
1 items
Are We Really Benchmarking Forecasting Models? The Impact of Preprocessing on Time Series Performance
2026
Cited
0
Resume
Research Experience
  • Currently an Assistant Professor at the LOG-TI department of ÉTS-Montréal.
Background
  • Assistant Professor, with main research interests in Multiple Classifiers Systems, Dynamic ensemble selection, Meta-learning, Natural Language Processing, Online learning, Multi-view fusion.
Miscellany
  • Looking for excellent PhD students and postdoctoral fellows in machine learning.
Co-authors
5 total
George Darmiton da Cunha Cavalcanti
George Darmiton da Cunha Cavalcanti
Full Professor, Universidade Federal de Pernambuco, Brazil
Robert Sabourin
Robert Sabourin
Professor emeritus @ École de technologie supérieure - LIVIA - REPARTI
Tsang Ing Ren
Tsang Ing Ren
Center for Informatics - CIn, Federal University of Pernambuco - UFPE
Eric Granger
Eric Granger
Professor of Systems Engineering, École de technologie supérieure, LIVIA, ILLS, REPARTI
Luiz Gustavo Hafemann
Luiz Gustavo Hafemann
Ubisoft La Forge