Rafael M. O. Cruz
Publications by Year
Research Areas
Machine Learning and Data Classification, Data Stream Mining Techniques, Imbalanced Data Classification Techniques, Video Surveillance and Tracking Methods, Handwritten Text Recognition Techniques
Most-Cited Works
- → Dynamic classifier selection: Recent advances and perspectives(2017)419 cited
- → The choice of scaling technique matters for classification performance(2022)308 cited
- → META-DES: A dynamic ensemble selection framework using meta-learning(2014)239 cited
- → A study on combining dynamic selection and data preprocessing for imbalance learning(2018)114 cited
- → META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection(2017)88 cited
- → Fake news detection: Taxonomy and comparative study(2023)63 cited
- DESlib: A Dynamic ensemble selection library in Python(2020)
- → The Tenth Visual Object Tracking VOT2022 Challenge Results(2023)57 cited
- → FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection(2018)55 cited
- META-DES.Oracle(2017)