An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques. - Rafael M. O. Cruz; George D. C. Cavalcanti; Ing Ren Tsang (IJCNN, 2010)

A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence. - Rafael M. O. Cruz; George D. C. Cavalcanti; Ing Ren Tsang (IJCNN, 2011)

Feature representation selection based on Classifier Projection Space and Oracle analysis. - Rafael M. O. Cruz; George D. C. Cavalcanti; Ing Ren Tsang; Robert Sabourin (Expert Syst. Appl., 2013)

Analyzing Dynamic Ensemble Selection Techniques Using Dissimilarity Analysis. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (ANNPR, 2014)

On Meta-learning for Dynamic Ensemble Selection. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (ICPR, 2014)

META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (IJCNN, 2015)

A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (CoRR, 2015)

META-DES: A dynamic ensemble selection framework using meta-learning. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti; Tsang Ing Ren (Pattern Recognit., 2015)

Meta-regression based pool size prediction scheme for dynamic selection of classifiers. - Anandarup Roy; Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (ICPR, 2016)

Meta-learning recommendation of default size of classifier pool for META-DES. - Anandarup Roy; Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (Neurocomputing, 2016)

Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (IJCNN, 2017)

On the characterization of the Oracle for dynamic classifier selection. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2017)

Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance? - Rafael M. O. Cruz; Hiba H. Zakane; Robert Sabourin; George D. C. Cavalcanti (IPTA, 2017)

META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (Inf. Fusion, 2017)

K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. - Dayvid V. R. Oliveira; George D. C. Cavalcanti; Thyago N. Porpino; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2018)

An Ensemble Generation Method Based on Instance Hardness. - Felipe N. Walmsley; George D. C. Cavalcanti; Dayvid V. R. Oliveira; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2018)

On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (CoRR, 2018)

Online local pool generation for dynamic classifier selection: an extended version. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (CoRR, 2018)

META-DES.Oracle: Meta-learning and feature selection for ensemble selection. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (CoRR, 2018)

ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. - Rafael M. O. Cruz; Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti (CoRR, 2018)

A study on combining dynamic selection and data preprocessing for imbalance learning. - Anandarup Roy; Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (Neurocomputing, 2018)

Dynamic classifier selection: Recent advances and perspectives. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (Inf. Fusion, 2018)

Prototype selection for dynamic classifier and ensemble selection. - Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti (Neural Comput. Appl., 2018)

Characterization of Handwritten Signature Images in Dissimilarity Representation Space. - Victor L. F. Souza; Adriano L. I. Oliveira; Rafael M. O. Cruz; Robert Sabourin (ICCS (3), 2019)

On evaluating the online local pool generation method for imbalance learning. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2019)

On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification. - Victor L. F. Souza; Adriano L. I. Oliveira; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2019)

Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning. - Rafael M. O. Cruz; Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti (Int. J. Pattern Recognit. Artif. Intell., 2019)

FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection. - Rafael M. O. Cruz; Dayvid V. R. Oliveira; George D. C. Cavalcanti; Robert Sabourin (Pattern Recognit., 2019)

Online local pool generation for dynamic classifier selection. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (Pattern Recognit., 2019)

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 (GECCO Companion, 2020)

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 (ICPR, 2020)

Multi-label learning for dynamic model type recommendation. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (IJCNN, 2020)

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 (Expert Syst. Appl., 2020)

DESlib: A Dynamic ensemble selection library in Python. - Rafael M. O. Cruz; Luiz G. Hafemann; Robert Sabourin; George D. C. Cavalcanti (J. Mach. Learn. Res., 2020)

Visible-Infrared Person Re-Identification Using Privileged Intermediate Information. - Mahdi Alehdaghi; Arthur Josi; Rafael M. O. Cruz; Eric Granger (ECCV Workshops (5), 2022)

The Tenth Visual Object Tracking VOT2022 Challenge Results. - Matej Kristan; Ales Leonardis; Jirí Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Johanna Björklund; et al. (ECCV Workshops (8), 2022)

Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification. - Félix Remigereau; Djebril Mekhazni; Sajjad Abdoli; Le Thanh Nguyen-Meidine; Rafael M. O. Cruz; Eric Granger (ICIP, 2022)

Generative Target Update for Adaptive Siamese Tracking. - Madhu Kiran; Le Thanh Nguyen-Meidine; Rajat Sahay; Rafael Menelau Oliveira E. Cruz; Louis-Antoine Blais-Morin; Eric Granger (ICPRAI (1), 2022)

Dynamic Ensemble Selection Using Fuzzy Hyperboxes. - Reza Davtalab; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2022)

Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking. - Madhu Kiran; Le Thanh Nguyen-Meidine; Rajat Sahay; Rafael Menelau Oliveira E. Cruz; Louis-Antoine Blais-Morin; Eric Granger (IJCNN, 2022)

Local overlap reduction procedure for dynamic ensemble selection. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (IJCNN, 2022)

Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification. - Talles Brito Viana; Victor L. F. Souza; Adriano L. I. Oliveira; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2022)

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 (Inf. Fusion, 2022)

Selecting and combining complementary feature representations and classifiers for hate speech detection. - Rafael M. O. Cruz; Woshington V. de Sousa; George D. C. Cavalcanti (Online Soc. Networks Media, 2022)

GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network. - Mariana de Araujo Souza; Robert Sabourin; George Darmiton da Cunha Cavalcanti; Rafael Menelau Oliveira E. Cruz (GbRPR, 2023)

Distance Functions and Normalization Under Stream Scenarios. - Eduardo V. L. Barboza; Paulo R. Lisboa de Almeida; Alceu de Souza Britto Jr.; Rafael M. O. Cruz (IJCNN, 2023)

A Post-Selection Algorithm for Improving Dynamic Ensemble Selection Methods. - Paulo R. G. Cordeiro; George D. C. Cavalcanti; Rafael M. O. Cruz (SMC, 2023)

Multimodal Data Augmentation for Visual-Infrared Person ReID with Corrupted Data. - Arthur Josi; Mahdi Alehdaghi; Rafael M. O. Cruz; Eric Granger (WACV (Workshops), 2023)

Dynamic Ensemble Algorithm Post-Selection Using Hardness-Aware Oracle. - Paulo R. G. Cordeiro; George D. C. Cavalcanti; Rafael M. O. Cruz (IEEE Access, 2023)

OLP++: An online local classifier for high dimensional data. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (Inf. Fusion, 2023)

The choice of scaling technique matters for classification performance. - Lucas B. V. de Amorim; George D. C. Cavalcanti; Rafael M. O. Cruz (Appl. Soft Comput., 2023)

A multi-task approach for contrastive learning of handwritten signature feature representations. - Talles Brito Viana; Victor L. F. Souza; Adriano Lorena Inácio de Oliveira; Rafael M. O. Cruz; Robert Sabourin (Expert Syst. Appl., 2023)

Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation. - Walber M. Rodrigues; Felipe N. Walmsley; George D. C. Cavalcanti; Rafael M. O. Cruz (IEEE Trans. Computers, 2023)

Fault Analysis Database with Features (FADbF). - Leandro Augusto Ensina; Luiz Eduardo Soares de Oliveira; Rafael Menelau Oliveira E. Cruz; George Darmiton da Cunha Cavalcanti (Zenodo, 2023)

MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading. - Abdallah Dib; Luiz Gustavo Hafemann; Emeline Got; Trevor Anderson; Amin Fadaeinejad; Rafael M. O. Cruz; Marc-André Carbonneau (CVPR, 2024)

Robust Handwritten Signature Representation with Continual Learning of Synthetic Data over Predefined Real Feature Space. - Talles Brito Viana; Victor L. F. Souza; Adriano L. I. Oliveira; Rafael M. O. Cruz; Robert Sabourin (ICDAR (2), 2024)

Offline Handwritten Signature Verification Using a Stream-Based Approach. - Kecia Gomes de Moura; Rafael Menelau Oliveira E. Cruz; Robert Sabourin (ICPR (31), 2024)

MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines. - Hesam Jalalian; Rafael M. O. Cruz (IJCNN, 2024)

Resampling strategies for imbalanced regression: a survey and empirical analysis. - Juscimara Gomes Avelino; George D. C. Cavalcanti; Rafael M. O. Cruz (Artif. Intell. Rev., 2024)

Image Retrieval Methods in the Dissimilarity Space. - Madhu Kiran; Kartikey Vishnu; Rafael M. O. Cruz; Eric Granger (CoRR, 2024)

SEREP: Semantic Facial Expression Representation for Robust In-the-Wild Capture and Retargeting. - Arthur Josi; Luiz Gustavo Hafemann; Abdallah Dib; Emeline Got; Rafael M. O. Cruz; Marc-Andre Carbonneau (CoRR, 2024)

A scalable dynamic ensemble selection using fuzzy hyperboxes. - Reza Davtalab; Rafael M. O. Cruz; Robert Sabourin (Inf. Fusion, 2024)

Fault distance estimation for transmission lines with dynamic regressor selection. - Leandro Augusto Ensina; Luiz Eduardo Soares de Oliveira; Rafael M. O. Cruz; George D. C. Cavalcanti (Neural Comput. Appl., 2024)

Fake news detection: Taxonomy and comparative study. - Faramarz Farhangian; Rafael M. O. Cruz; George D. C. Cavalcanti (Inf. Fusion, 2024)

A dynamic multiple classifier system using graph neural network for high dimensional overlapped data. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (Inf. Fusion, 2024)

Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification. - Mahdi Alehdaghi; Pourya Shamsolmoali; Rafael M. O. Cruz; Eric Granger (WACV, 2025)

IncA-DES: An incremental and adaptive dynamic ensemble selection approach using online K-d tree neighborhood search for data streams with concept drift. - Eduardo V. L. Barboza; Paulo R. Lisboa de Almeida; Alceu de Souza Britto Junior; Robert Sabourin; Rafael M. O. Cruz (Inf. Fusion, 2025)

Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification. - Mahdi Alehdaghi; Arthur Josi; Rafael M. O. Cruz; Pourya Shamsolmoali; Eric Granger (IEEE Trans. Inf. Forensics Secur., 2025)

From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification. - Mahdi Alehdaghi; Rajarshi Bhattacharya; Pourya Shamsolmoali; Rafael M. O. Cruz; Eric Granger (CoRR, 2025)

Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques. - Lucas B. V. de Amorim; George D. C. Cavalcanti; Rafael M. O. Cruz (IEEE Trans. Neural Networks Learn. Syst., 2025)

Imbalanced malware classification: an approach based on dynamic classifier selection. - J. V. S. Souza; Caio Barbosa Vieira da Silva; George D. C. Cavalcanti; Rafael M. O. Cruz (CoRR, 2025)

Multi-view autoencoders for Fake News Detection. - Ingryd V. S. T. Pereira; George D. C. Cavalcanti; Rafael M. O. Cruz (CoRR, 2025)

Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI. - Mahdi Alehdaghi; Rajarshi Bhattacharya; Pourya Shamsolmoali; Rafael M. O. Cruz; Maguelonne Heritier; Eric Granger (CoRR, 2025)

Imbalanced regression pipeline recommendation. - Juscimara Gomes Avelino; George D. C. Cavalcanti; Rafael M. O. Cruz (Mach. Learn., 2025)

Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data. - Arthur Josi; Mahdi Alehdaghi; Rafael M. O. Cruz; Eric Granger (Int. J. Comput. Vis., 2025)