Rafael, Menelau-Cruz
Professor
Professor
Department of Software and IT Engineering.
+ Research Interests and Expertise:
- Intelligent and Autonomous Systems
+ Application Areas:
- Machine learning
- Pattern recognition
- Multiple classifier systems
- Dynamic classifier and ensemble selection
- Multimodal data fusion
- Meta-learning
- Automated machine learning (AutoML)
- Incremental learning and concept drift
- Natural language processing
- Metaheuristic optimization
- Biometrics
- Signature verification
SYS828: Systèmes biométriques
+ Original articles in refereed journals and books chapters
«Selecting and combining complementary feature representations and classifiers for hate speech detection»Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti” |
«An investigation into the effects of label noise on Dynamic Selection algorithms»Felipe N. Walmsley, George D. C. Cavalcanti, Robert Sabourin, Rafael M. O. Cruz” |
«DESlib: A dynamic ensemble selection library in python»Rafael M.O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti” |
«A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification»Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin” |
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+ Papers in refereed conference proceedings
«Generative target update for\xa0adaptive siamese tracking»Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger” |
«An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification»Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin” |
«Multi-label learning for dynamic model type recommendation»Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz” |
«An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification»Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin” |
«Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control»Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin” |
«On dynamic ensemble selection and data preprocessing for multi-class imbalance learning»Rafael Oliviera Meneleau Cruz, Robert Sabourin, George D. C. Cavalcanti” |
Rafael
Menelau-Cruz
Research & Innovation
Contact Us
Pavillon Principal (A)
1100, rue Notre-Dame Ouest
Montréal, QC, H3C 1K3
Room A-3600
Tel.: +1 (514) 396-8650
E-Mail: eric.granger@etsmtl.ca