Rafael M. O. Cruz

113 papers A* 3A 1B 23Journal 77Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI. AAAI Mahdi Alehdaghi, Rajarshi Bhattacharya, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger
2026	J	`jnl`	CaDrift: A Time-dependent Causal Generator of Drifting Data Streams. CoRR Eduardo V. L. Barboza, Jean Paul Barddal, Robert Sabourin, Rafael M. O. Cruz
2026	—	`conf`	HARM: Learning Hate-Aware Reward Model for Evaluating Natural Language Explanations of Offensive Content. EACL (Findings) Lorenzo Puppi Vecchi, Alceu de Souza Britto Jr., Emerson Cabrera Paraiso, Rafael M. O. Cruz
2025	J	`jnl`	Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification. IEEE Trans. Inf. Forensics Secur. Mahdi Alehdaghi, Arthur Josi, Rafael M. O. Cruz, Pourya Shamsolmoali, Eric Granger
2025	J	`jnl`	Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI. CoRR Mahdi Alehdaghi, Rajarshi Bhattacharya, Pourya Shamsolmoali, Rafael M. O. Cruz, Maguelonne Heritier, Eric Granger
2025	A	`conf`	Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification. WACV Mahdi Alehdaghi, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger
2025	A*	`conf`	DRES: Fake news detection by dynamic representation and ensemble selection. EMNLP Faramarz Farhangian, Leandro Augusto Ensina, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	DRES: Fake news detection by dynamic representation and ensemble selection. CoRR Faramarz Farhangian, Leandro Augusto Ensina, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification. CoRR Mahdi Alehdaghi, Rajarshi Bhattacharya, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger
2025	J	`jnl`	Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data. Int. J. Comput. Vis. Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger
2025	B	`conf`	HSFN: Hierarchical Selection for Fake News Detection building Heterogeneous Ensemble. SMC Sara B. Coutinho, Rafael M. O. Cruz, Francimaria R. S. Nascimento, George D. C. Cavalcanti
2025	J	`jnl`	HSFN: Hierarchical Selection for Fake News Detection building Heterogeneous Ensemble. CoRR Sara B. Coutinho, Rafael M. O. Cruz, Francimaria R. S. Nascimento, George D. C. Cavalcanti
2025	J	`jnl`	Imbalanced Regression Pipeline Recommendation. CoRR Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Imbalanced malware classification: an approach based on dynamic classifier selection. CoRR J. V. S. Souza, Caio Barbosa Vieira da Silva, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Imbalanced regression pipeline recommendation. Mach. Learn. Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	IncA-DES: An incremental and adaptive dynamic ensemble selection approach using online K-d tree neighborhood search for data streams with concept drift. CoRR Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Robert Sabourin, Rafael M. O. Cruz
2025	J	`jnl`	IncA-DES: An incremental and adaptive dynamic ensemble selection approach using online K-d tree neighborhood search for data streams with concept drift. Inf. Fusion Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Junior, Robert Sabourin, Rafael M. O. Cruz
2025	J	`jnl`	Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques. IEEE Trans. Neural Networks Learn. Syst. Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	MetaML: a multi-label meta-learning approach for pipeline recommendation. Mach. Learn. Cynthia Moreira Maia, Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Multi-view autoencoders for Fake News Detection. CoRR Ingryd V. S. T. Pereira, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	B	`conf`	Optimizing view generation in classification datasets. IJCNN Victor Castro Nacif De Faria, Rafael M. O. Cruz, Robert Sabourin, Ana Carolina Lorena
2025	B	`conf`	PIPES: A Meta-dataset of Machine Learning Pipelines. IJCNN Cynthia Moreira Maia, Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	PIPES: A Meta-dataset of Machine Learning Pipelines. CoRR Cynthia Moreira Maia, Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Resampling strategies for imbalanced regression: a survey and empirical analysis. CoRR Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2024	J	`jnl`	A dynamic multiple classifier system using graph neural network for high dimensional overlapped data. Inf. Fusion Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2024	J	`jnl`	A scalable dynamic ensemble selection using fuzzy hyperboxes. Inf. Fusion Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin
2024	J	`jnl`	Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification. CoRR Mahdi Alehdaghi, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger
2024	J	`jnl`	Fake news detection: Taxonomy and comparative study. Inf. Fusion Faramarz Farhangian, Rafael M. O. Cruz, George D. C. Cavalcanti
2024	J	`jnl`	Fault distance estimation for transmission lines with dynamic regressor selection. Neural Comput. Appl. Leandro Augusto Ensina, Luiz Eduardo Soares de Oliveira, Rafael M. O. Cruz, George D. C. Cavalcanti
2024	J	`jnl`	Image Retrieval Methods in the Dissimilarity Space. CoRR Madhu Kiran, Kartikey Vishnu, Rafael M. O. Cruz, Eric Granger
2024	B	`conf`	MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines. IJCNN Hesam Jalalian, Rafael M. O. Cruz
2024	J	`jnl`	MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines. CoRR Hesam Jalalian, Rafael M. O. Cruz
2024	A*	`conf`	MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading. CVPR Abdallah Dib, Luiz Gustavo Hafemann, Emeline Got, Trevor Anderson, Amin Fadaeinejad, Rafael M. O. Cruz, Marc-André Carbonneau
2024	J	`jnl`	Offline Handwritten Signature Verification Using a Stream-Based Approach. CoRR Kecia Gomes de Moura, Rafael M. O. Cruz, Robert Sabourin
2024	J	`jnl`	Resampling strategies for imbalanced regression: a survey and empirical analysis. Artif. Intell. Rev. Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2024	—	`conf`	Robust Handwritten Signature Representation with Continual Learning of Synthetic Data over Predefined Real Feature Space. ICDAR (2) Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2024	J	`jnl`	SEREP: Semantic Facial Expression Representation for Robust In-the-Wild Capture and Retargeting. CoRR Arthur Josi, Luiz Gustavo Hafemann, Abdallah Dib, Emeline Got, Rafael M. O. Cruz, Marc-Andre Carbonneau
2023	B	`conf`	A Post-Selection Algorithm for Improving Dynamic Ensemble Selection Methods. SMC Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	A multi-task approach for contrastive learning of handwritten signature feature representations. Expert Syst. Appl. Talles Brito Viana, Victor L. F. Souza, Adriano Lorena Inácio de Oliveira, Rafael M. O. Cruz, Robert Sabourin
2023	J	`jnl`	A post-selection algorithm for improving dynamic ensemble selection methods. CoRR Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification. CoRR Mahdi Alehdaghi, Arthur Josi, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger
2023	B	`conf`	Distance Functions and Normalization Under Stream Scenarios. IJCNN Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz
2023	J	`jnl`	Distance Functions and Normalization Under Stream Scenarios. CoRR Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz
2023	J	`jnl`	Dynamic Ensemble Algorithm Post-Selection Using Hardness-Aware Oracle. IEEE Access Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data. CoRR Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger
2023	J	`jnl`	MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading. CoRR Abdallah Dib, Luiz Gustavo Hafemann, Emeline Got, Trevor Anderson, Amin Fadaeinejad, Rafael M. O. Cruz, Marc-Andre Carbonneau
2023	—	`conf`	Multimodal Data Augmentation for Visual-Infrared Person ReID with Corrupted Data. WACV (Workshops) Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger
2023	J	`jnl`	OLP++: An online local classifier for high dimensional data. Inf. Fusion Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation. IEEE Trans. Computers Walber M. Rodrigues, Felipe N. Walmsley, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	The choice of scaling technique matters for classification performance. Appl. Soft Comput. Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	J	`jnl`	An investigation into the effects of label noise on Dynamic Selection algorithms. Inf. Fusion Felipe N. Walmsley, George D. C. Cavalcanti, Robert Sabourin, Rafael M. O. Cruz
2022	B	`conf`	Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification. IJCNN Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2022	B	`conf`	Dynamic Ensemble Selection Using Fuzzy Hyperboxes. IJCNN Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin
2022	J	`jnl`	Dynamic Ensemble Selection Using Fuzzy Hyperboxes. CoRR Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin
2022	B	`conf`	Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification. ICIP Félix Remigereau, Djebril Mekhazni, Sajjad Abdoli, Le Thanh Nguyen-Meidine, Rafael M. O. Cruz, Eric Granger
2022	J	`jnl`	Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification. CoRR Félix Remigereau, Djebril Mekhazni, Sajjad Abdoli, Le Thanh Nguyen-Meidine, Rafael M. O. Cruz, Eric Granger
2022	B	`conf`	Local overlap reduction procedure for dynamic ensemble selection. IJCNN Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	J	`jnl`	Local overlap reduction procedure for dynamic ensemble selection. CoRR Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	J	`jnl`	Multimodal Data Augmentation for Visual-Infrared Person ReID with Corrupted Data. CoRR Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger
2022	J	`jnl`	Selecting and combining complementary feature representations and classifiers for hate speech detection. CoRR Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti
2022	J	`jnl`	Selecting and combining complementary feature representations and classifiers for hate speech detection. Online Soc. Networks Media Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti
2022	—	`conf`	The Tenth Visual Object Tracking VOT2022 Challenge Results. ECCV Workshops (8) 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, Yushan Zhang, Zhongqun Zhang, Song Yan, Wenyan Yang, Dingding Cai, Christoph Mayer, Gustavo Fernández, Kang Ben, Goutam Bhat, Hong Chang, Guangqi Chen, Jiaye Chen, Shengyong Chen, Xilin Chen, Xin Chen, Xiuyi Chen, Yiwei Chen, Yu-Hsi Chen, Zhixing Chen, Yangming Cheng, Angelo Ciaramella, Yutao Cui, Benjamin Dzubur, Mohana Murali Dasari, Qili Deng, Debajyoti Dhar, Shangzhe Di, Emanuel Di Nardo, Daniel K. Du, Matteo Dunnhofer, Heng Fan, Zhenhua Feng, Zhihong Fu, Shang Gao, Rama Krishna Sai S. Gorthi, Eric Granger, Q. H. Gu, Himanshu Gupta, Jianfeng He, Keji He, Yan Huang, Deepak Jangid, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Järemo Lawin, Ze Kang, Madhu Kiran, Josef Kittler, Simiao Lai, Xiangyuan Lan, Dongwook Lee, Hyunjeong Lee, Seohyung Lee, Hui Li, Ming Li, Wangkai Li, Xi Li, Xianxian Li, Xiao Li, Zhe Li, Liting Lin, Haibin Ling, Bo Liu, Chang Liu, Si Liu, Huchuan Lu, Rafael M. O. Cruz, Bingpeng Ma, Chao Ma, Jie Ma, Yinchao Ma, Niki Martinel, Alireza Memarmoghadam, Christian Micheloni, Payman Moallem, Le Thanh Nguyen-Meidine, Siyang Pan, Changbeom Park, Danda Pani Paudel, Matthieu Paul, Houwen Peng, Andreas Robinson, Litu Rout, Shiguang Shan, Kristian Simonato, Tianhui Song, Xiaoning Song, Chao Sun, Jingna Sun, Zhangyong Tang, Radu Timofte, Chi-Yi Tsai, Luc Van Gool, Om Prakash Verma, Dong Wang, Fei Wang, Liang Wang, Liangliang Wang, Lijun Wang, Limin Wang, Qiang Wang, Gangshan Wu, Jinlin Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Wei Xu, Yong Xu, Yuanyou Xu, Wanli Xue, Zizheng Xun, Bin Yan, Dawei Yang, Jinyu Yang, Wankou Yang, Xiaoyun Yang, Yi Yang, Yichun Yang, Zongxin Yang, Botao Ye, Fisher Yu, Hongyuan Yu, Jiaqian Yu, Qianjin Yu, Weichen Yu, Kang Ze, Jiang Zhai, Chengwei Zhang, Chunhu Zhang, Kaihua Zhang, Tianzhu Zhang, Wenkang Zhang, Zhibin Zhang, Zhipeng Zhang, Jie Zhao, Shao-Chuan Zhao, Feng Zheng, Haixia Zheng, Min Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang
2022	J	`jnl`	The choice of scaling technique matters for classification performance. CoRR Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	—	`conf`	Visible-Infrared Person Re-Identification Using Privileged Intermediate Information. ECCV Workshops (5) Mahdi Alehdaghi, Arthur Josi, Rafael M. O. Cruz, Eric Granger
2022	J	`jnl`	Visible-Infrared Person Re-Identification Using Privileged Intermediate Information. CoRR Mahdi Alehdaghi, Arthur Josi, Rafael M. O. Cruz, Eric Granger
2020	J	`jnl`	A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	J	`jnl`	A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. Expert Syst. Appl. Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	B	`conf`	An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. ICPR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	J	`jnl`	An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	J	`jnl`	DESlib: A Dynamic ensemble selection library in Python. J. Mach. Learn. Res. Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti
2020	—	`conf`	Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. GECCO Companion Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	J	`jnl`	Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2020	B	`conf`	Multi-label learning for dynamic model type recommendation. IJCNN Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2020	J	`jnl`	Multi-label learning for dynamic model type recommendation. CoRR Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2019	—	`conf`	Characterization of Handwritten Signature Images in Dissimilarity Representation Space. ICCS (3) Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2019	J	`jnl`	Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning. Int. J. Pattern Recognit. Artif. Intell. Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti
2019	J	`jnl`	FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection. Pattern Recognit. Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin
2019	B	`conf`	On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification. IJCNN Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2019	B	`conf`	On evaluating the online local pool generation method for imbalance learning. IJCNN Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2019	J	`jnl`	Online local pool generation for dynamic classifier selection. Pattern Recognit. Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	A Method For Dynamic Ensemble Selection Based on a Filter and an Adaptive Distance to Improve the Quality of the Regions of Competence. CoRR Rafael M. O. Cruz, George D. C. Cavalcanti, Tsang Ing Ren
2018	J	`jnl`	A study on combining dynamic selection and data preprocessing for imbalance learning. Neurocomputing Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	B	`conf`	An Ensemble Generation Method Based on Instance Hardness. IJCNN Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	An Ensemble Generation Method Based on Instance Hardness. CoRR Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	DESlib: A Dynamic ensemble selection library in Python. CoRR Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	Dynamic Ensemble Selection VS K-NN: why and when Dynamic Selection obtains higher classification performance? CoRR Rafael M. O. Cruz, Hiba H. Zakane, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	Dynamic classifier selection: Recent advances and perspectives. Inf. Fusion Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection. CoRR Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin
2018	J	`jnl`	ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti
2018	B	`conf`	K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. IJCNN Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. CoRR Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	META-DES.H: a dynamic ensemble selection technique using meta-learning and a dynamic weighting approach. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	META-DES.Oracle: Meta-learning and feature selection for ensemble selection. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren
2018	J	`jnl`	On Meta-Learning for Dynamic Ensemble Selection. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	Online local pool generation for dynamic classifier selection: an extended version. CoRR Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	Prototype selection for dynamic classifier and ensemble selection. Neural Comput. Appl. Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2017	B	`conf`	Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. IJCNN Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2017	—	`conf`	Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance? IPTA Rafael M. O. Cruz, Hiba H. Zakane, Robert Sabourin, George D. C. Cavalcanti
2017	J	`jnl`	META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection. Inf. Fusion Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2017	B	`conf`	On the characterization of the Oracle for dynamic classifier selection. IJCNN Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2016	J	`jnl`	Meta-learning recommendation of default size of classifier pool for META-DES. Neurocomputing Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2016	B	`conf`	Meta-regression based pool size prediction scheme for dynamic selection of classifiers. ICPR Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2015	J	`jnl`	A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2015	B	`conf`	META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach. IJCNN Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2015	J	`jnl`	META-DES: A dynamic ensemble selection framework using meta-learning. Pattern Recognit. Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren
2014	—	`conf`	Analyzing Dynamic Ensemble Selection Techniques Using Dissimilarity Analysis. ANNPR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2014	B	`conf`	On Meta-learning for Dynamic Ensemble Selection. ICPR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2013	J	`jnl`	Feature representation selection based on Classifier Projection Space and Oracle analysis. Expert Syst. Appl. Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang, Robert Sabourin
2011	B	`conf`	A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence. IJCNN Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang
2010	B	`conf`	An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques. IJCNN Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang