Concepedia
Statistics
Publications
31
Citations
1.8K
H-Index
20
Active since
2010
Affiliations
École de Technologie Supérieure(Current)
Universidade Federal de Pernambuco
Université du Québec à Montréal
Rafael M. O. Cruz is an author at École de Technologie Supérieure specializing in engineering, machine learning, and data science.
Top concepts
EngineeringMachine LearningData ScienceData MiningPattern RecognitionComputer ScienceKnowledge DiscoveryFeature SelectionPredictive AnalyticsBiometrics
Publications per year
2010–2025
Dynamic classifier selection: Recent advances and perspectives
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti · Information Fusion · 2017 · 409 citations
Dynamic Classifier Selection, Data Classification, Engineering +9
The choice of scaling technique matters for classification performance
Lucas Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz · Applied Soft Computing · 2022 · 291 citations · Full text
Data Classification, Classification Method, Engineering +8
META-DES: A dynamic ensemble selection framework using meta-learning
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti et al. · Pattern Recognition · 2014 · 236 citations · Full text
Artificial Intelligence, Engineering, Machine Learning +8
A study on combining dynamic selection and data preprocessing for imbalance learning
Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin et al. · Neurocomputing · 2018 · 113 citations
Data Classification, Engineering, Machine Learning +11
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti · Information Fusion · 2017 · 88 citations · Full text
Dynamic Ensemble Selection, Machine Learning, Data Science +5
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