Robert Sabourin

387 papers A* 1A 36B 73C 14Misc 5Journal 161Unranked 94

Year	Rank	Type	Title / Venue / Authors
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
2025	J	`jnl`	A survey of handwriting synthesis from 2019 to 2024: A comprehensive review. Pattern Recognit. Moisés Díaz, Andrea Mendoza-García, Miguel A. Ferrer, Robert Sabourin
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	B	`conf`	Optimizing view generation in classification datasets. IJCNN Victor Castro Nacif De Faria, Rafael M. O. Cruz, Robert Sabourin, Ana Carolina Lorena
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	—	`conf`	Offline Handwritten Signature Verification Using a Stream-Based Approach. ICPR (31) Kecia Gomes de Moura, Rafael Menelau Oliveira E. Cruz, Robert Sabourin
2024	J	`jnl`	Offline Handwritten Signature Verification Using a Stream-Based Approach. CoRR Kecia Gomes de Moura, Rafael M. O. Cruz, Robert Sabourin
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
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`	Exploring diversity in data complexity and classifier decision spaces for pool generation. Inf. Fusion Marcos Monteiro, Alceu de Souza Britto Junior, Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin
2023	—	`conf`	GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network. GbRPR Mariana de Araujo Souza, Robert Sabourin, George Darmiton da Cunha Cavalcanti, Rafael Menelau Oliveira E. Cruz
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
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`	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
2021	J	`jnl`	A comprehensive comparison of end-to-end approaches for handwritten digit string recognition. Expert Syst. Appl. Andre G. Hochuli, Alceu S. Britto Jr., David A. Saji, José M. Saavedra, Robert Sabourin, Luiz S. Oliveira
2021	J	`jnl`	Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation. IEEE Trans. Inf. Forensics Secur. Teruo M. Maruyama, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin
2021	J	`jnl`	Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams. Inf. Fusion Pawel Zyblewski, Robert Sabourin, Michal Wozniak
2020	J	`jnl`	A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition. CoRR Andre G. Hochuli, Alceu S. Britto Jr., David A. Saji, José M. Saavedra, Robert Sabourin, Luiz S. Oliveira
2020	B	`conf`	A Novel Random Forest Dissimilarity Measure for Multi-View Learning. ICPR Hongliu Cao, Simon Bernard, Robert Sabourin, Laurent Heutte
2020	J	`jnl`	A Novel Random Forest Dissimilarity Measure for Multi-View Learning. CoRR Hongliu Cao, Simon Bernard, Robert Sabourin, Laurent Heutte
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 End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. IJCNN Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Robert Sabourin, Luiz E. S. Oliveira
2020	J	`jnl`	An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. CoRR Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Luiz E. S. Oliveira, 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`	CSBF: A static ensemble fusion method based on the centrality score of complex networks. Comput. Intell. Ronan Assumpção Silva, Alceu de Souza Britto Jr., Fabrício Enembreck, Robert Sabourin, Luiz Eduardo Soares de Oliveira
2020	B	`conf`	Classifier Pool Generation based on a Two-level Diversity Approach. ICPR Marcos Monteiro, Alceu S. Britto Jr., Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin
2020	J	`jnl`	Classifier Pool Generation based on a Two-level Diversity Approach. CoRR Marcos Monteiro, Alceu S. Britto Jr., Jean Paul Barddal, Luiz S. Oliveira, 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	J	`jnl`	Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation. CoRR Teruo M. Maruyama, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin
2020	J	`jnl`	Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems. IEEE Trans. Inf. Forensics Secur. Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
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
2020	J	`jnl`	Random Forest for Dissimilarity-based Multi-view Learning. CoRR Simon Bernard, Hongliu Cao, Robert Sabourin, Laurent Heutte
2020	J	`jnl`	Selecting and Combining Classifiers Based on Centrality Measures. Int. J. Artif. Intell. Tools Ronan Assumpção Silva, Alceu S. Britto Jr., Fabrício Enembreck, Robert Sabourin, Luiz S. Oliveira
2019	B	`conf`	A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. ICTAI Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti
2019	J	`jnl`	A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. CoRR Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti
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`	Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification. IEEE Trans. Inf. Forensics Secur. Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2019	J	`jnl`	Characterizing and evaluating adversarial examples for Offline Handwritten Signature Verification. CoRR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2019	—	`conf`	Data Preprocessing and Dynamic Ensemble Selection for Imbalanced Data Stream Classification. PKDD/ECML Workshops (2) Pawel Zyblewski, Robert Sabourin, Michal Wozniak
2019	A*	`conf`	Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. CVPR Jérôme Rony, Luiz G. Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger
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	J	`jnl`	Meta-learning for fast classifier adaptation to new users of Signature Verification systems. CoRR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
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
2019	J	`jnl`	Random forest dissimilarity based multi-view learning for Radiomics application. Pattern Recognit. Hongliu Cao, Simon Bernard, Robert Sabourin, Laurent Heutte
2018	—	`conf`	A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks Features. BRACIS Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin
2018	J	`jnl`	A framework for dynamic classifier selection oriented by the classification problem difficulty. Pattern Recognit. Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin
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	J	`jnl`	A writer-independent approach for offline signature verification using deep convolutional neural networks features. CoRR Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin
2018	J	`jnl`	Adapting dynamic classifier selection for concept drift. Expert Syst. Appl. Paulo R. L. Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin
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`	Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. CoRR Jérôme Rony, Luiz G. Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger
2018	J	`jnl`	Deep Learning Architectures for Face Recognition in Video Surveillance. CoRR Saman Bashbaghi, Eric Granger, Robert Sabourin, Mostafa Parchami
2018	J	`jnl`	Dissimilarity-based representation for radiomics applications. CoRR Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin
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	B	`conf`	Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index. ICTAI Marcelo Pereira, Alceu S. Britto Jr., Luiz S. Oliveira, Robert Sabourin
2018	—	`conf`	Dynamic Voting in Multi-view Learning for Radiomics Applications. S+SSPR Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin
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`	Dynamic voting in multi-view learning for radiomics applications. CoRR Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin
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`	Fixed-sized representation learning from Offline Handwritten Signatures of different sizes. CoRR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2018	J	`jnl`	Fixed-sized representation learning from offline handwritten signatures of different sizes. Int. J. Document Anal. Recognit. Luiz G. Hafemann, Luiz S. Oliveira, Robert Sabourin
2018	B	`conf`	Forest Species Recognition Based on Ensembles of Classifiers. ICTAI Jefferson G. Martins, Luiz S. Oliveira, Robert Sabourin, Alceu S. Britto Jr.
2018	B	`conf`	Fusion of Classifiers Based on Centrality Measures. ICTAI Ronan Assumpção Silva, Alceu S. Britto Jr., Fabrício Enembreck, Robert Sabourin, Luis S. Oliveira
2018	J	`jnl`	Handwritten digit segmentation: Is it still necessary? Pattern Recognit. Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., 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	—	`conf`	Improve the Performance of Transfer Learning Without Fine-Tuning Using Dissimilarity-Based Multi-view Learning for Breast Cancer Histology Images. ICIAR Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin
2018	J	`jnl`	Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images. CoRR Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin
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
2018	B	`conf`	Segmentation-Free Approaches For Handwritten Numeral String Recognition. IJCNN Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
2018	J	`jnl`	Segmentation-Free Approaches for Handwritten Numeral String Recognition. CoRR Andre G. Hochuli, Luiz E. S. Oliveira, Alceu S. Britto Jr., Robert Sabourin
2017	B	`conf`	A two-step cascade classification method. IJCNN Eunelson Jose da Silva Junior, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin, Alessandro L. Koerich
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	J	`jnl`	Automatic Temperature Setpoint Tuning of a Thermoforming Machine using Fuzzy Terminal Iterative Learning Control. CoRR Mathieu Beauchemin-Turcotte, Guy Gauthier, Robert Sabourin
2017	B	`conf`	Bayesian optimization for conditional hyperparameter spaces. IJCNN Julien-Charles Levesque, Audrey Durand, Christian Gagné, Robert Sabourin
2017	C	`conf`	Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation. ICPRAM Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau
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`	Dynamic ensembles of exemplar-SVMs for still-to-video face recognition. Pattern Recognit. Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau
2017	J	`jnl`	Generation of Duplicated Off-Line Signature Images for Verification Systems. IEEE Trans. Pattern Anal. Mach. Intell. Moisés Díaz Cabrera, Miguel A. Ferrer, George S. Eskander, Robert Sabourin
2017	J	`jnl`	Learning Features for Offline Handwritten Signature Verification using Deep Convolutional Neural Networks. CoRR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2017	J	`jnl`	Learning Global-Local Distance Metrics for Signature-Based Biometric Cryptosystems. Cryptogr. George S. Eskander Ekladious, Robert Sabourin, Eric Granger
2017	J	`jnl`	Learning features for offline handwritten signature verification using deep convolutional neural networks. Pattern Recognit. Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
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	—	`conf`	Offline handwritten signature verification - Literature review. IPTA Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
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
2017	J	`jnl`	Online pruning of base classifiers for Dynamic Ensemble Selection. Pattern Recognit. Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin
2017	J	`jnl`	Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations. Mach. Vis. Appl. Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau
2016	—	`ch.`	A Dual-Purpose Memory Approach for Dynamic Particle Swarm Optimization of Recurrent Problems. Recent Advances in Computational Intelligence in Defense and Security Eduardo Vellasques, Robert Sabourin, Eric Granger
2016	J	`jnl`	Adaptive appearance model tracking for still-to-video face recognition. Pattern Recognit. M. Ali Akber Dewan, Eric Granger, Gian Luca Marcialis, Robert Sabourin, Fabio Roli
2016	B	`conf`	Analyzing features learned for Offline Signature Verification using Deep CNNs. ICPR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2016	J	`jnl`	Analyzing features learned for Offline Signature Verification using Deep CNNs. CoRR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2016	B	`conf`	Approaching the intra-class variability in multi-script static signature evaluation. ICPR Moisés Díaz Cabrera, Miguel A. Ferrer, Robert Sabourin
2016	A	`conf`	Bayesian Hyperparameter Optimization for Ensemble Learning. UAI Julien-Charles Levesque, Christian Gagné, Robert Sabourin
2016	J	`jnl`	Bayesian Hyperparameter Optimization for Ensemble Learning. CoRR Julien-Charles Levesque, Christian Gagné, Robert Sabourin
2016	B	`conf`	Contribution of data complexity features on dynamic classifier selection. IJCNN Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin
2016	B	`conf`	Handling Concept Drifts Using Dynamic Selection of Classifiers. ICTAI Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., 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
2016	B	`conf`	Multi-script writer identification using dissimilarity. ICPR Diego Bertolini, Luiz S. Oliveira, Robert Sabourin
2016	B	`conf`	ROC-based cost-sensitive classification with a reject option. ICPR Clément Dubos, Simon Bernard, Sébastien Adam, Robert Sabourin
2016	J	`jnl`	The Multiclass ROC Front method for cost-sensitive classification. Pattern Recognit. Simon Bernard, Clément Chatelain, Sébastien Adam, Robert Sabourin
2016	J	`jnl`	Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks. CoRR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2016	B	`conf`	Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks. IJCNN Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
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	J	`jnl`	A dominance-based stepwise approach for sensor placement optimization. Appl. Soft Comput. Albert Hung-Ren Ko, Anne-Laure Jousselme, Robert Sabourin, François Gagnon
2015	—	`conf`	Adaptive Classification for Person Re-identification Driven by Change Detection. ICPRAM (1) Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2015	J	`jnl`	Adaptive skew-sensitive ensembles for face recognition in video surveillance. Pattern Recognit. Miguel De-la-Torre, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2015	B	`conf`	Adaptive skew-sensitive fusion of ensembles and their application to face re-identification. IJCNN Miguel De-la-Torre, Eric Granger, Robert Sabourin
2015	J	`jnl`	An adaptive ensemble-based system for face recognition in person re-identification. Mach. Vis. Appl. Miguel De-la-Torre, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2015	B	`conf`	Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. IJCNN Leila Maria Vriesmann, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin
2015	—	`conf`	Contextual Anomaly Detection Using Log-Linear Tensor Factorization. PAKDD (2) Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin
2015	B	`conf`	Ensembles of exemplar-SVMs for video face recognition from a single sample per person. AVSS Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau
2015	J	`jnl`	Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation. CoRR Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin
2015	J	`jnl`	Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation. Mach. Vis. Appl. Jefferson G. Martins, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin
2015	C	`conf`	Improving Writer Identification Through Writer Selection. CIARP Diego Bertolini, Luiz S. Oliveira, Robert Sabourin
2015	J	`jnl`	Individual-specific management of reference data in adaptive ensembles for face re-identification. IET Comput. Vis. Miguel De-la-Torre, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
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
2015	J	`jnl`	Offline Handwritten Signature Verification - Literature Review. CoRR Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira
2015	J	`jnl`	Partially-supervised learning from facial trajectories for face recognition in video surveillance. Inf. Fusion Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy
2015	—	`conf`	Transducer State Prediction System for Smart Environment Intelligent Control. BRACIS Marcelo Bassani de Freitas, George D. C. Cavalcanti, Robert Sabourin
2015	B	`conf`	Transfer learning between texture classification tasks using Convolutional Neural Networks. IJCNN Luiz G. Hafemann, Luiz S. Oliveira, Paulo Rodrigo Cavalin, Robert Sabourin
2015	—	`conf`	Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker. SSCI M. Ali Akber Dewan, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2014	J	`jnl`	A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces. CoRR Albert Hung-Ren Ko, Robert Sabourin, Alceu S. Britto Jr., Luiz E. S. Oliveira
2014	J	`jnl`	A bio-cryptographic system based on offline signature images. Inf. Sci. George S. Eskander, Robert Sabourin, Eric Granger
2014	J	`jnl`	Adaptive ensembles for face recognition in changing video surveillance environments. Inf. Sci. Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2014	—	`conf`	Analyzing Dynamic Ensemble Selection Techniques Using Dissimilarity Analysis. ANNPR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2014	B	`conf`	Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries. ICPR Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin
2014	—	`conf`	Design of Fuzzy Terminal Iterative Learning Control based on internal model control. MED Mathieu Beauchemin-Turcotte, Guy Gauthier, Robert Sabourin
2014	—	`conf`	Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams. ANNPR Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2014	J	`jnl`	Dynamic selection of classifiers - A comprehensive review. Pattern Recognit. Alceu S. Britto Jr., Robert Sabourin, Luiz E. Soares de Oliveira
2014	—	`conf`	Efficient adaptive face recognition systems based on capture conditions. CIBIM Christophe Pagano, Eric Granger, Robert Sabourin, Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2014	B	`conf`	Improving Signature-Based Biometric Cryptosystems Using Cascaded Signature Verification-Fuzzy Vault (SV-FV) Approach. ICFHR George S. Eskander, Robert Sabourin, Eric Granger
2014	J	`jnl`	Offline Signature-Based Fuzzy Vault (OSFV: Review and New Results. CoRR George S. Eskander, Robert Sabourin, Eric Granger
2014	—	`conf`	Offline signature-based fuzzy vault: A review and new results. CIBIM George S. Eskander, Robert Sabourin, Eric Granger
2014	B	`conf`	On Meta-learning for Dynamic Ensemble Selection. ICPR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2014	J	`jnl`	Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking. Mach. Vis. Appl. Bassem S. Rabil, Robert Sabourin, Eric Granger
2014	B	`conf`	Self-Updating with Facial Trajectories for Video-to-Video Face Recognition. ICPR Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy
2014	J	`jnl`	Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance. Inf. Fusion Paulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2014	B	`conf`	Watch-List Screening Using Ensembles Based on Multiple Face Representations. ICPR Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau
2013	—	`conf`	A Dissimilarity-Based Approach for Biometric Fuzzy Vaults-Application to Handwritten Signature Images. ICIAP Workshops George S. Eskander, Robert Sabourin, Eric Granger
2013	J	`jnl`	A classifier fusion system for bearing fault diagnosis. Expert Syst. Appl. Luana Batista, Bechir Badri, Robert Sabourin, Marc Thomas
2013	—	`conf`	A comparison of adaptive appearance methods for tracking faces in video surveillance. ICDP M. Ali Akber Dewan, Eric Granger, Fabio Roli, Robert Sabourin, Gian Luca Marcialis
2013	J	`jnl`	A database for automatic classification of forest species. Mach. Vis. Appl. Jefferson G. Martins, Luiz E. Soares de Oliveira, Silvana Nisgoski, Robert Sabourin
2013	—	`conf`	Adaptive Ensemble Selection for Face Re-identification under Class Imbalance. MCS Paulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2013	—	`conf`	An individual-specific strategy for management of reference data in adaptive ensembles for person re-identification. ICDP Miguel De-la-Torre, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2013	J	`jnl`	DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams. Expert Syst. Appl. Eduardo Vellasques, Robert Sabourin, Eric Granger
2013	—	`conf`	Dissimilarity Representation for Handwritten Signature Verification. AFHA George S. Eskander, Robert Sabourin, Eric Granger
2013	J	`jnl`	Dynamic multi-objective evolution of classifier ensembles for video face recognition. Appl. Soft Comput. Jean-François Connolly, Eric Granger, Robert Sabourin
2013	J	`jnl`	Dynamic selection approaches for multiple classifier systems. Neural Comput. Appl. Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen
2013	C	`conf`	Evolving Classifier Ensembles using Dynamic Multi-objective Swarm Intelligence. ICPRAM Jean-François Connolly, Eric Granger, Robert Sabourin
2013	J	`jnl`	Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations. Appl. Soft Comput. Eduardo Vellasques, Robert Sabourin, Eric Granger
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
2013	J	`jnl`	Handwritten digit segmentation: a comparative study. Int. J. Document Anal. Recognit. F. C. Ribas, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
2013	J	`jnl`	Hybrid writer-independent-writer-dependent offline signature verification system. IET Biom. George S. Eskander, Robert Sabourin, Eric Granger
2013	J	`jnl`	Multi-feature extraction and selection in writer-independent off-line signature verification. Int. J. Document Anal. Recognit. Dominique Rivard, Eric Granger, Robert Sabourin
2013	—	`conf`	On the Dissimilarity Representation and Prototype Selection for Signature-Based Bio-cryptographic Systems. SIMBAD George S. Eskander, Robert Sabourin, Eric Granger
2013	J	`jnl`	Performance of distributed multi-agent multi-state reinforcement spectrum management using different exploration schemes. Expert Syst. Appl. Albert Hung-Ren Ko, Robert Sabourin, François Gagnon
2013	—	`conf`	Recognition of blowing sound types for real-time implementation in mobile devices. NEWCAS Marc-Andre Carbonneau, Ghyslain Gagnon, Robert Sabourin, Jean Dubois
2013	J	`jnl`	Review of phenotypic diversity formulations for diagnostic tool. Appl. Soft Comput. Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin
2013	—	`conf`	Securing Mass Biometric Templates Using Blockwise Multi-Resolution Clustering. MLDM Posters Bassem S. Rabil, Robert Sabourin, Eric Granger
2013	J	`jnl`	Securing high resolution grayscale facial captures using a blockwise coevolutionary GA. Expert Syst. Appl. Bassem S. Rabil, Safa Tliba, Eric Granger, Robert Sabourin
2013	—	`conf`	Single Classifier Based Multiple Classifications. MCS Albert Hung-Ren Ko, Robert Sabourin
2013	J	`jnl`	Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison. Expert Syst. Appl. Albert Hung-Ren Ko, Robert Sabourin
2013	J	`jnl`	Texture-based descriptors for writer identification and verification. Expert Syst. Appl. Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin
2013	—	`conf`	Towards Automated Transactions Based on the Offline Handwritten Signatures. MLDM Posters George S. Eskander, Robert Sabourin, Eric Granger
2012	—	`conf`	A comparison of adaptive matchers for screening of faces in video surveillance. CISDA Miguel De-la-Torre, Paulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2012	J	`jnl`	A dynamic model selection strategy for support vector machine classifiers. Appl. Soft Comput. Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
2012	J	`jnl`	A survey of techniques for incremental learning of HMM parameters. Inf. Sci. Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
2012	B	`conf`	Adaptation of Writer-Independent Systems for Offline Signature Verification. ICFHR George S. Eskander, Robert Sabourin, Eric Granger
2012	J	`jnl`	Adaptive ROC-based ensembles of HMMs applied to anomaly detection. Pattern Recognit. Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
2012	B	`conf`	Adaptive selection of ensembles for imbalanced class distributions. ICPR Paulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2012	J	`jnl`	An adaptive classification system for video-based face recognition. Inf. Sci. Jean-François Connolly, Eric Granger, Robert Sabourin
2012	Misc	`conf`	Assessing handwitten digit segmentation algorithms. SAC Felipe Ribas, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
2012	C	`conf`	Combining textural descriptors for forest species recognition. IECON Jefferson G. Martins, Luis S. Oliveira, Robert Sabourin
2012	C	`conf`	Detecting bearing defects under high noise levels: A classifier fusion approach. IECON Luana Batista, Bechir Badri, Robert Sabourin, Marc Thomas
2012	B	`conf`	Detector ensembles for face recognition in video surveillance. IJCNN Christophe Pagano, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy
2012	J	`jnl`	Dynamic selection of generative-discriminative ensembles for off-line signature verification. Pattern Recognit. Luana Batista, Eric Granger, Robert Sabourin
2012	—	`conf`	Efficient cost-sensitive human-machine collaboration for offline signature verification. DRR Johannes Coetzer, Jacques P. Swanepoel, Robert Sabourin
2012	J	`jnl`	Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition. Pattern Recognit. Jean-François Connolly, Eric Granger, Robert Sabourin
2012	J	`jnl`	Fusion of biometric systems using Boolean combination: an application to iris-based authentication. Int. J. Biom. Eric Granger, Wael Khreich, Robert Sabourin, Dmitry O. Gorodnichy
2012	A	`conf`	Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems. GECCO Eduardo Vellasques, Robert Sabourin, Eric Granger
2012	B	`conf`	Incremental update of biometric models in face-based video surveillance. IJCNN Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy
2012	J	`jnl`	LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs. Pattern Recognit. Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen
2012	A	`conf`	Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space. GECCO Julien-Charles Levesque, Audrey Durand, Christian Gagné, Robert Sabourin
2012	B	`conf`	On the correlation between genotype and classifier diversity. ICPR Jean-François Connolly, Eric Granger, Robert Sabourin
2012	J	`jnl`	Review and Study of Genotypic Diversity Measures for Real-Coded Representations. IEEE Trans. Evol. Comput. Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin
2012	J	`jnl`	Writer verification using texture-based features. Int. J. Document Anal. Recognit. Regiane Kowalek Hanusiak, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin
2011	J	`jnl`	A dynamic optimization approach for adaptive incremental learning. Int. J. Intell. Syst. Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
2011	J	`jnl`	A high throughput system for intelligent watermarking of bi-tonal images. Appl. Soft Comput. Eduardo Vellasques, Robert Sabourin, Eric Granger
2011	B	`conf`	Classifier ensembles optimization guided by population oracle. IEEE Congress on Evolutionary Computation Eulanda Miranda dos Santos, Robert Sabourin
2011	—	`conf`	Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition. CIBIM Jean-François Connolly, Eric Granger, Robert Sabourin
2011	—	`conf`	Dynamic Ensemble Selection for Off-Line Signature Verification. MCS Luana Batista, Eric Granger, Robert Sabourin
2011	C	`conf`	Dynamic Zoning Selection for Handwritten Character Recognition. CIARP Luciane Y. Hirabara, Simone B. K. Aires, Cinthia O. A. Freitas, Alceu de Souza Britto Jr., Robert Sabourin
2011	—	`conf`	Exploring the upper bound performance limit of iris biometrics using score calibration and fusion. CIBIM Dmitry O. Gorodnichy, Elan Dubrofsky, Richard Hoshino, Wael Khreich, Eric Granger, Robert Sabourin
2011	—	`conf`	Impact of watermarking on offline signature verification in intelligent bio-watermarking systems. CIBIM Bassem S. Rabil, Robert Sabourin, Eric Granger
2011	—	`conf`	Incremental Boolean Combination of Classifiers. MCS Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
2011	—	`conf`	Signature based Fuzzy Vaults with Boosted Feature Selection. CIBIM George S. Eskander, Robert Sabourin, Eric Granger
2011	—	`conf`	Watermarking Stack of Grayscale Face Images as Dynamic Multi-Objective Optimization Problem. MDA Bassem S. Rabil, Robert Sabourin, Eric Granger
2010	—	`conf`	A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation. MCS Luana Batista, Eric Granger, Robert Sabourin
2010	B	`conf`	Adaptive Incremental Learning with an Ensemble of Support Vector Machines. ICPR Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
2010	B	`conf`	An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification. IEEE Congress on Evolutionary Computation Jean-François Connolly, Eric Granger, Robert Sabourin
2010	B	`conf`	Applying Dissimilarity Representation to Off-Line Signature Verification. ICPR Luana Batista, Eric Granger, Robert Sabourin
2010	B	`conf`	Boolean Combination of Classifiers in the ROC Space. ICPR Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
2010	—	`conf`	Dynamic Selection of Ensembles of Classifiers Using Contextual Information. MCS Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen
2010	B	`conf`	Forest Species Recognition Using Color-Based Features. ICPR Pedro Luiz de Paula Filho, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
2010	J	`jnl`	Identificação da Autoria de Manuscritos com Base em Atributos Genéticos e Genéricos da Escrita. RITA Regiane Kowalek Hanusiak, Edson José Rodrigues Justino, Luiz E. Soares de Oliveira, Robert Sabourin
2010	J	`jnl`	Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach. Int. J. Document Anal. Recognit. Luana Batista, Eric Granger, Robert Sabourin
2010	—	`conf`	Intelligent Watermarking of Document Images as a Dynamic Optimization Problem. IIH-MSP Eduardo Vellasques, Robert Sabourin, Eric Granger
2010	—	`conf`	Intelligent Watermarking with Multi-objective Population Based Incremental Learning. IIH-MSP Bassem S. Rabil, Robert Sabourin, Eric Granger
2010	J	`jnl`	Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs. Pattern Recognit. Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
2010	J	`jnl`	On the memory complexity of the forward-backward algorithm. Pattern Recognit. Lett. Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
2010	J	`jnl`	Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers. Pattern Recognit. Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin
2009	A	`conf`	A Multi-Hypothesis Approach for Off-Line Signature Verification with HMMs. ICDAR Luana Batista, Eric Granger, Robert Sabourin
2009	A	`conf`	A PSO-based framework for dynamic SVM model selection. GECCO Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
2009	—	`conf`	A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection. CISDA Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin
2009	—	`conf`	Combining Hidden Markov Models for Improved Anomaly Detection. ICC Wael Khreich, Eric Granger, Robert Sabourin, Ali Miri
2009	—	`ch.`	Combining Model-Based and Discriminative Approaches in a Modular Two-stage Classification System: Application to isolated Handwritten Digit Recognition. Progress in Computer Vision and Image Analysis Jonathan Milgram, Robert Sabourin, Mohamed Cheriet
2009	J	`jnl`	Combining different biometric traits with one-class classification. Signal Process. Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin
2009	J	`jnl`	Compound Diversity Functions for Ensemble Selection. Int. J. Pattern Recognit. Artif. Intell. Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2009	Misc	`conf`	Document reconstruction using dynamic programming. ICASSP Andre Pimenta, Edson J. R. Justino, Luiz S. Oliveira, Robert Sabourin
2009	J	`jnl`	Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer. Pattern Anal. Appl. Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2009	A	`conf`	Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. ICDAR Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr.
2009	J	`jnl`	Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters. Pattern Recognit. Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen, Alceu de Souza Britto Jr.
2009	C	`conf`	Handwritten Word Recognition Using Multi-view Analysis. CIARP José Josemar de Oliveira Jr., Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, Robert Sabourin
2009	—	`conf`	Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification. CISDA Jean-François Connolly, Eric Granger, Robert Sabourin
2009	J	`jnl`	Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications. IEEE Trans. Pattern Anal. Mach. Intell. Albert Hung-Ren Ko, Paulo Rodrigo Cavalin, Robert Sabourin, Alceu de Souza Britto Jr.
2009	J	`jnl`	Overfitting cautious selection of classifier ensembles with genetic algorithms. Inf. Fusion Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin
2009	J	`jnl`	Solution over-Fit Control in Evolutionary Multiobjective Optimization of Pattern Classification Systems. Int. J. Pattern Recognit. Artif. Intell. Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin
2008	B	`conf`	A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning. IJCNN Eric Granger, Jean-François Connolly, Robert Sabourin
2008	J	`jnl`	A dynamic overproduce-and-choose strategy for the selection of classifier ensembles. Pattern Recognit. Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin
2008	B	`conf`	A new HMM training and testing scheme. ICPR Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2008	J	`jnl`	Combining Classifiers in the ROC-space for Off-line Signature Verification. J. Univers. Comput. Sci. Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin, Flávio Bortolozzi
2008	B	`conf`	Ensemble of classifiers for off-line signature verification. SMC Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin
2008	J	`jnl`	Filtering segmentation cuts for digit string recognition. Pattern Recognit. Eduardo Vellasques, Luiz S. Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich, Robert Sabourin
2008	J	`jnl`	From dynamic classifier selection to dynamic ensemble selection. Pattern Recognit. Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2008	B	`conf`	Fusion of biometric systems using one-class classification. IJCNN Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin
2008	A	`conf`	Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. GECCO Eulanda Miranda dos Santos, Luiz S. Oliveira, Robert Sabourin, Patrick Maupin
2008	A	`conf`	Pareto analysis for the selection of classifier ensembles. GECCO Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin
2008	—	`conf`	Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network. ANNPR Jean-François Connolly, Eric Granger, Robert Sabourin
2008	B	`conf`	The implication of data diversity for a classifier-free ensemble selection in random subspaces. ICPR Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr.
2008	Misc	`conf`	Using the RRT algorithm to optimize classification systems for handwritten digits and letters. SAC Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong
2007	A	`conf`	A Human-Centric Off-Line Signature Verification System. ICDAR Hanno Coetzer, Robert Sabourin
2007	—	`conf`	A New Dynamic Ensemble Selection Method for Numeral Recognition. MCS Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2007	—	`conf`	A New HMM-Based Ensemble Generation Method for Numeral Recognition. MCS Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2007	C	`conf`	Ambiguity-guided dynamic selection of ensemble of classifiers. FUSION Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin
2007	C	`conf`	An empirical study on diversity measures and margin theory for ensembles of classifiers. FUSION Marcelo N. Kapp, Robert Sabourin, Patrick Maupin
2007	B	`conf`	Annealing Based Approach to Optimize Classification Systems. IJCNN Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong
2007	—	`conf`	Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. MCS Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2007	C	`conf`	Confusion Matrix Disagreement for Multiple Classifiers. CIARP Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, José Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin
2007	B	`conf`	Distance-based Disagreement Classifiers Combination. IJCNN Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, José Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin
2007	A	`conf`	K-Nearest Oracle for Dynamic Ensemble Selection. ICDAR Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2007	J	`jnl`	Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks. Image Vis. Comput. Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin
2007	J	`jnl`	Multi-objective optimization of an ecological assembly model. Ecol. Informatics Pascal Côté, Lael Parrott, Robert Sabourin
2007	B	`conf`	Off-line Signature Verification Using Writer-Independent Approach. IJCNN Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin
2007	J	`jnl`	Pairwise fusion matrix for combining classifiers. Pattern Recognit. Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira
2006	—	`conf`	A New Objective Function for Ensemble Selection in Random Subspaces. ICPR (4) Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2006	B	`conf`	An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization. IJCNN Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin
2006	Misc	`conf`	An implicit segmentation-based method for recognition of handwritten strings of characters. SAC Paulo Rodrigo Cavalin, Alceu de Souza Britto Jr., Flávio Bortolozzi, Robert Sabourin, Luiz E. Soares de Oliveira
2006	B	`conf`	Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. IJCNN Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2006	A	`conf`	Evolving ensemble of classifiers in random subspace. GECCO Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
2006	—	`ch.`	Feature Selection for Ensembles Using the Multi-Objective Optimization Approach. Multi-Objective Machine Learning Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin
2006	J	`jnl`	Feature selection for ensembles applied to handwriting recognition. Int. J. Document Anal. Recognit. Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin
2006	B	`conf`	Particle Swarm Optimization of Fuzzy ARTMAP Parameters. IJCNN Eric Granger, Philippe Henniges, Luiz S. Oliveira, Robert Sabourin
2006	B	`conf`	Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers. IJCNN Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin
2005	C	`conf`	A Multi-objective Memetic Algorithm for Intelligent Feature Extraction. EMO Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin
2005	A	`conf`	A Synthetic Database to Assess Segmentation Algorithms. ICDAR Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
2005	J	`jnl`	A comparison of SVM and HMM classifiers in the off-line signature verification. Pattern Recognit. Lett. Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin
2005	B	`conf`	Estimating accurate multi-class probabilities with support vector machines. IJCNN Jonathan Milgram, Mohamed Cheriet, Robert Sabourin
2005	B	`conf`	Factors of overtraining with fuzzy ARTMAP neural networks. IJCNN Philippe Henniges, Eric Granger, Robert Sabourin
2005	A	`conf`	Improving Cascading Classifiers with Particle Swarm Optimization. ICDAR Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin
2005	A	`conf`	Intelligent Feature Extraction for Ensemble of Classifiers. ICDAR Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong
2005	C	`conf`	Multi-objective Genetic Algorithms to Create Ensemble of Classifiers. EMO Luiz E. Soares de Oliveira, Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi
2005	B	`conf`	Optimizing class-related thresholds with particle swarm optimization. IJCNN Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin
2005	J	`jnl`	Recognition and Verification of Unconstrained Handwritten Words. IEEE Trans. Pattern Anal. Mach. Intell. Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
2004	C	`conf`	A Hybrid Multi-objective Evolutionary Algorithm for the Uncapacitated Exam Proximity Problem. PATAT Pascal Côté, Tony Wong, Robert Sabourin
2004	B	`conf`	A hybrid MOEA for the capacitated exam proximity problem. IEEE Congress on Evolutionary Computation Tony Wong, Pascal Côté, Robert Sabourin
2004	—	`conf`	An off-line signature verification method based on the questioned document expert's approach and a neural network classifier. IWFHR Cesar R. Santos, Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin
2004	—	`conf`	An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition. IWFHR Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin
2004	—	`conf`	Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition. IWFHR Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
2004	—	`conf`	Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition. SSPR/SPR Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin
2004	—	`conf`	Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings. IWFHR Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2004	—	`conf`	Handwritten Brazilian month recognition: an analysis of two NN architectures and a rejection mechanism. IWFHR Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin
2004	—	`conf`	Handwritten Recognition with Multiple Classifiers for Restricted Lexicon. SIBGRAPI José Josemar de Oliveira Jr., Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, Robert Sabourin
2004	—	`conf`	K-Means VQ algorithm using a low-cost parallel cluster computing. Parallel and Distributed Computing and Networks Paulo Sergio Lopes de Souza, Alceu de Souza Britto Jr., Robert Sabourin, Simone do Rócio Senger de Souza, Díbio Leandro Borges
2004	—	`conf`	Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm. ICPR (1) Guillaume Tremblay, Robert Sabourin, Patrick Maupin
2004	—	`conf`	Speeding up the decision making of support vector classifiers. IWFHR Jonathan Milgram, Mohamed Cheriet, Robert Sabourin
2004	J	`jnl`	Study Of Perceptual Similarity Between Different Lexicons. Int. J. Pattern Recognit. Artif. Intell. Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Robert Sabourin
2004	—	`conf`	Support vector machines for handwritten numerical string recognition. IWFHR Luiz S. Oliveira, Robert Sabourin
2004	—	`conf`	Two-Stage Classification System combining Model-Based and Discriminative Approaches. ICPR (1) Jonathan Milgram, Robert Sabourin, Mohamed Cheriet
2004	—	`conf`	Unsupervised feature selection for ensemble of classifiers. IWFHR Marisa E. Morita, Luiz S. Oliveira, Robert Sabourin
2003	A	`conf`	A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing. ICDAR Alceu de Souza Britto Jr., Paulo Sergio Lopes de Souza, Robert Sabourin, Simone do Rócio Senger de Souza, Díbio Leandro Borges
2003	J	`jnl`	A Methodology for Feature Selection Using Multiobjective Genetic Algorithms for Handwritten Digit String Recognition. Int. J. Pattern Recognit. Artif. Intell. Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2003	A	`conf`	A Recognition and Verification Strategy for Handwritten Word Recognition. ICDAR Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2003	—	`conf`	Evaluating the Conventional and Class-Modular Architectures Feedforward Neural Network for Handwritten Word Recognition. SIBGRAPI Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Júlio C. Nievola, Robert Sabourin
2003	A	`conf`	Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach. ICDAR Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2003	J	`jnl`	Impacts of verification on a numeral string recognition system. Pattern Recognit. Lett. Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2003	A	`conf`	Integration of Contextual Information in Handwriting Recognition Systems. ICDAR Frederic Grandidier, Robert Sabourin, Ching Y. Suen
2003	A	`conf`	Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms. ICDAR Paulo Vinicius Wolski Radtke, Luiz E. Soares de Oliveira, Robert Sabourin, Tony Wong
2003	J	`jnl`	Large vocabulary off-line handwriting recognition: A survey. Pattern Anal. Appl. Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
2003	J	`jnl`	Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models. Int. J. Document Anal. Recognit. Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
2003	J	`jnl`	Segmentation and recognition of handwritten dates: an HMM-MLP hybrid approach. Int. J. Document Anal. Recognit. Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2003	J	`jnl`	The recognition of handwritten numeral strings using a two-stage HMM-based method. Int. J. Document Anal. Recognit. Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi
2003	A	`conf`	Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition. ICDAR Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2002	—	`conf`	A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition. ICPR (4) Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2002	—	`conf`	A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models. IWFHR Alessandro L. Koerich, Yann Leydier, Robert Sabourin, Ching Y. Suen
2002	J	`jnl`	Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy. IEEE Trans. Pattern Anal. Mach. Intell. Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2002	—	`conf`	Evaluating NN and HMM Classifiers for Handwritten Word Recognition. SIBGRAPI José Josemar de Oliveira Jr., João Marques de Carvalho, Cinthia Obladen de Almendra Freitas, Robert Sabourin
2002	Misc	`conf`	Fast two-level Viterbi search algorithm for unconstrained handwriting recognition. ICASSP Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
2002	—	`conf`	Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition. ICPR (1) Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2002	—	`conf`	Feature sets evaluation for handwritten word recognition. IWFHR José Josemar de Oliveira Jr., João Marques de Carvalho, Cinthia Obladen de Almendra Freitas, Robert Sabourin
2002	—	`conf`	Human-Perception Handwritten Character Recognition Using Wavelets. SIBGRAPI Suzete E. N. Correia, João Marques de Carvalho, Robert Sabourin
2002	—	`conf`	On the Performance of Wavelets for Handwritten Numerals Recognition. ICPR (3) Suzete E. N. Correia, João Marques de Carvalho, Robert Sabourin
2002	—	`conf`	Segmentation and recognition of handwritten dates. IWFHR Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2002	—	`conf`	The Interpersonal and Intrapersonal Variability Influences on Off-Line Signature Verification Using HMM. SIBGRAPI Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin
2001	A	`conf`	A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems. ICDAR Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
2001	A	`conf`	A Modular System to Recognize Numerical Amounts on Brazilian Bank Checks. ICDAR Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2001	—	`conf`	A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition. ICAPR Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
2001	A	`conf`	A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings. ICDAR Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2001	—	`conf`	An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings. ICAPR Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2001	A	`conf`	An a priori Indicator of the Discrimination Power of Discrete Hidden Markov Models. ICDAR Frederic Grandidier, Robert Sabourin, Michel Gilloux, Ching Y. Suen
2001	—	`conf`	Feature Subset Selection Using Genetic Algorithms for Handwritten Digit Recognition. SIBGRAPI Luiz E. Soares de Oliveira, N. Benahmed, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2001	A	`conf`	Handwritten Isolated Word Recognition: An Approach Based on Mutual Information for Feature Set Validation. ICDAR Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Robert Sabourin
2001	A	`conf`	Handwritten Month Word Recognition on Brazilian Bank Checks. ICDAR Marisa E. Morita, Robert Sabourin, Mounim A. El-Yacoubi, Flávio Bortolozzi, Ching Y. Suen
2001	—	`conf`	High-Level Verification of Handwritten Numeral Strings. SIBGRAPI Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen
2001	A	`conf`	Off-line Signature Verification Using HMM for Random, Simple and Skilled Forgeries. ICDAR Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin
2001	J	`jnl`	Técnicas em Processamento e Análise de Documentos Manuscritos. RITA Alceu de Souza Britto Jr., Cinthia Obladen de Almendra Freitas, Edson J. R. Justino, Díbio Leandro Borges, Jacques Facon, Flávio Bortolozzi, Robert Sabourin
2000	B	`conf`	A New Segmentation Approach for Handwritten Digits. ICPR Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin
2000	—	`conf`	An Off-Line Signature Verification System using Hidden Markov Model and Cross-Validation. SIBGRAPI Edson J. R. Justino, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin
2000	—	`conf`	Brazilian Bank Check Handwritten Legal Amount Recognition. SIBGRAPI Cinthia Obladen de Almendra Freitas, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin
2000	—	`conf`	Handwritten Digits Segmentation Based on Structural Approach. SIBGRAPI Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin
2000	C	`conf`	Morphological Pseudo Convex Hull to Correct Handwriting Baseline skew. ISMM Anderson Rocha, Jacques Facon, Flávio Bortolozzi, Robert Sabourin
2000	—	`conf`	Recognition of Handwritten Dates on Bank Checks using an HMM Approach. SIBGRAPI Marisa E. Morita, Edouard Lethelier, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin
1999	J	`jnl`	An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen
1999	—	`conf`	Decision Tree-Based Paraconsistent Learning. SCCC Fabrício Enembreck, Bráulio Coelho Ávila, Robert Sabourin
1999	A	`conf`	Influence of Word Length on Handwriting Recognition. ICDAR Frederic Grandidier, Robert Sabourin, Mounim A. El-Yacoubi, Michel Gilloux, Ching Y. Suen
1999	A	`conf`	Mathematical Morphology and Weighted Least Squares to Correct Handwriting Baseline Skew. ICDAR Marisa E. Morita, Jacques Facon, Flávio Bortolozzi, Silvio J. A. Garnés, Robert Sabourin
1998	B	`conf`	Handwriting and signature: one or two personality identifiers? ICPR Viviane Bouletreau, Nicole Vincent, Robert Sabourin, Hubert Emptoz
1998	B	`conf`	Improved model architecture and training phase in an off-line HMM-based word recognition system. ICPR Abdenaim El Yacoubi, Robert Sabourin, Michel Gilloux, Ching Y. Suen
1998	—	`conf`	Morphological approach of handwritten word skew correction. SIBGRAPI Marisa E. Morita, Flávio Bortolozzi, Jacques Facon, Robert Sabourin
1997	J	`jnl`	A Cognitive Approach to Off-Line Signature Verification. Int. J. Pattern Recognit. Artif. Intell. Nabeel A. Murshed, Robert Sabourin, Flávio Bortolozzi
1997	—	`conf`	A Fuzzy Perception for Off-Line Handwritten Signature Verification. BSDIA Christophe Simon, Eric Levrat, Robert Sabourin, Jacques Brémont
1997	—	`conf`	A Simple Methodology to Bankcheck Segmentation. BSDIA José Eduardo Bastos Dos Santos, Flávio Bortolozzi, Robert Sabourin
1997	—	`conf`	Generation of Signatures by Deformations. BSDIA Claudio de Oliveira, Celso A. A. Kaestner, Flávio Bortolozzi, Robert Sabourin
1997	—	`conf`	Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition System. BSDIA Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen
1997	—	`conf`	Off-Line Signature Verification: Recent Advances and Perspectives. BSDIA Robert Sabourin
1997	A	`conf`	Segmentation of Arabic Cursive Script. ICDAR Deya Motawa, Adnan Amin, Robert Sabourin
1997	A	`conf`	Shape Matrices as a Mixed Shape Factor for Off-line Signature Verification. ICDAR Robert Sabourin, Jean-Pierre Drouhard, Etienne Sum Wah
1997	A	`conf`	Synthetic Parameters for Handwriting Classification. ICDAR Viviane Bouletreau, Nicole Vincent, Robert Sabourin, Hubert Emptoz
1996	B	`conf`	A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach. ICPR Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin
1996	J	`jnl`	A neural network approach to off-line signature verification using directional PDF. Pattern Recognit. Jean-Pierre Drouhard, Robert Sabourin, Mario Godbout
1996	B	`conf`	Pattern spectrum as a local shape factor for off-line signature verification. ICPR Robert Sabourin, Ginette Genest, Françoise J. Prêteux
1995	A	`conf`	An extended-shadow-code based approach for off-line signature verification. II. Evaluation of several multi-classifier combination strategies. ICDAR Robert Sabourin, Ginette Genest
1995	A	`conf`	Comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF. ICDAR Jean-Pierre Drouhard, Robert Sabourin, Mario Godbout
1995	—	`conf`	Off-Line Signature Verification without Requiring Random Forgeries for Training. ICSC Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin
1995	—	`conf`	Off-line signature verification using fuzzy ARTMAP neural network. ICNN Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin
1995	A	`conf`	Off-line signature verification, without a priori knowledge of class ω ICDAR Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin
1994	—	`conf`	A Multiresolution Based Approach for Handwriting Segmentation in Gray-scale Images. ICIP (1) Mohamed Cheriet, R. Thibault, Robert Sabourin
1994	—	`conf`	An extended-shadow-code based approach for off-line signature verification. I. Evaluation of the bar mask definition. ICPR (2) Robert Sabourin, Ginette Genest
1994	J	`jnl`	Structural Interpretation of Handwritten Signature Images. Int. J. Pattern Recognit. Artif. Intell. Robert Sabourin, Rejean Plamondon, Louis Beaumier
1993	A	`conf`	An extended-shadow-code based approach for off-line signature verification. ICDAR Robert Sabourin, Mohamed Cheriet, Ginette Genest
1992	—	`conf`	Off-line signature verification using directional PDF and neural networks. ICPR (2) Robert Sabourin, Jean-Pierre Drouhard
1988	B	`conf`	Segmentation of handwritten signature images using the statistics of directional data. ICPR Robert Sabourin, Rejean Plamondon