Следене
Rafael Menelau Oliveira e Cruz
Rafael Menelau Oliveira e Cruz
Associate Professor, École de Technologie Supérieure
Потвърден имейл адрес: cin.ufpe.br - Начална страница
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Позовавания
Позовавания
Година
Dynamic classifier selection: Recent advances and perspectives
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 41, 195-216, 2018
4772018
META-DES: A dynamic ensemble selection framework using meta-learning
RMO Cruz, R Sabourin, GDC Cavalcanti, TI Ren
Pattern recognition 48 (5), 1925-1935, 2015
2902015
The choice of scaling technique matters for classification performance
LBV de Amorim, GDC Cavalcanti, RMO Cruz
Applied Soft Computing 133, 109924, 2023
1742023
A study on combining dynamic selection and data preprocessing for imbalance learning
A Roy, RMO Cruz, R Sabourin, GDC Cavalcanti
Neurocomputing 286, 179-192, 2018
1272018
DESlib: A Dynamic ensemble selection library in Python
RMO Cruz, LG Hafemann, R Sabourin, GDC Cavalcanti
Journal of Machine Learning Research 21, 1 - 5, 2020
1232020
META-DES. Oracle: Meta-learning and feature selection for dynamic ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
Information fusion 38, 84-103, 2017
1062017
The tenth visual object tracking vot2022 challenge results
M Kristan, A Leonardis, J Matas, M Felsberg, R Pflugfelder, ...
European Conference on Computer Vision, 431-460, 2022
802022
FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection
RMO Cruz, DVR Oliveira, GDC Cavalcanti, R Sabourin
Pattern Recognition 85, 149-160, 2019
642019
Handwritten digit recognition using multiple feature extraction techniques and classifier ensemble
RMO Cruz, GDC Cavalcanti, TI Ren
17th International conference on systems, signals and image processing, 215-218, 2010
592010
An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques
RMO Cruz, GDC Cavalcanti, TI Ren
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
542010
META-DES. H: A dynamic ensemble selection technique using meta-learning and a dynamic weighting approach
RMO Cruz, R Sabourin, GDC Cavalcanti
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
492015
Prototype selection for dynamic classifier and ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
Neural Computing and Applications 29, 447-457, 2018
472018
A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence
RMO Cruz, GDC Cavalcanti, TI Ren
The 2011 International Joint Conference on Neural Networks, 1126-1133, 2011
412011
Fake news detection: Taxonomy and comparative study
F Farhangian, RMO Cruz, GDC Cavalcanti
Information Fusion 103, 102140, 2024
382024
Dynamic ensemble selection vs k-nn: why and when dynamic selection obtains higher classification performance?
RMO Cruz, HH Zakane, R Sabourin, GDC Cavalcanti
2017 seventh international conference on image processing theory, tools and …, 2017
342017
Online local pool generation for dynamic classifier selection
MA Souza, GDC Cavalcanti, RMO Cruz, R Sabourin
Pattern Recognition 85, 132-148, 2019
322019
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification
VLF Souza, ALI Oliveira, RMO Cruz, R Sabourin
Expert Systems with Applications 154, 113397, 2020
312020
Feature representation selection based on classifier projection space and oracle analysis
RMO Cruz, GDC Cavalcanti, R Tsang, R Sabourin
Expert Systems with Applications 40 (9), 3813-3827, 2013
292013
Visible-infrared person re-identification using privileged intermediate information
M Alehdaghi, A Josi, RMO Cruz, E Granger
European Conference on Computer Vision, 720-737, 2022
282022
Dynamic ensemble selection and data preprocessing for multi-class imbalance learning
RMO Cruz, MA Souza, R Sabourin, GDC Cavalcanti
International Journal of Pattern Recognition and Artificial Intelligence 33 …, 2019
262019
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