Seuraa
Rafael Menelau Oliveira e Cruz
Rafael Menelau Oliveira e Cruz
Associate Professor, École de Technologie Supérieure
Vahvistettu sähköpostiosoite verkkotunnuksessa cin.ufpe.br - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Dynamic classifier selection: Recent advances and perspectives
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 41, 195-216, 2018
4042018
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
2502015
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
1092018
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
942020
META-DES. Oracle: Meta-learning and feature selection for dynamic ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
Information fusion 38, 84-103, 2017
892017
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
582010
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
562019
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
492010
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
462015
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
422011
Prototype selection for dynamic classifier and ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
Neural Computing and Applications 29, 447-457, 2018
412018
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
312017
The choice of scaling technique matters for classification performance
LBV de Amorim, GDC Cavalcanti, RMO Cruz
Applied Soft Computing 133, 109924, 2023
282023
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
252022
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
252020
Online local pool generation for dynamic classifier selection
MA Souza, GDC Cavalcanti, RMO Cruz, R Sabourin
Pattern Recognition 85, 132-148, 2019
252019
On meta-learning for dynamic ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
2014 22nd International Conference on Pattern Recognition, 1230-1235, 2014
242014
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
242013
Analyzing different prototype selection techniques for dynamic classifier and ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
2017 international joint conference on neural networks (IJCNN), 3959-3966, 2017
212017
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
192019
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