| 2026 | ICPR | Complexity-Guided Ensemble Learning for Imbalanced Data Classification. | Matheus Moresco, Marcos Monteiro Jr, Robert Sabourin, George D. C. Cavalcanti, Alceu S. Britto Jr. |
| 2026 | ICPR | A Prototypical Signature Approach for Writer-Independent Offline Signature Verification. | Kecia Gomes de Moura, Robert Sabourin, Rafael M. O. Cruz |
| 2025 | IJCNN | Optimizing view generation in classification datasets. | Victor Castro Nacif De Faria, Rafael M. O. Cruz, Robert Sabourin, Ana Carolina Lorena |
| 2024 | ICDAR | 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 |
| 2024 | ICPR | Offline Handwritten Signature Verification Using a Stream-Based Approach. | Kecia Gomes de Moura, Rafael Menelau Oliveira E. Cruz, Robert Sabourin |
| 2022 | IJCNN | Dynamic Ensemble Selection Using Fuzzy Hyperboxes. | Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin |
| 2022 | IJCNN | Local overlap reduction procedure for dynamic ensemble selection. | Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz |
| 2022 | IJCNN | 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 |
| 2020 | GECCO | 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 |
| 2020 | ICPR | A Novel Random Forest Dissimilarity Measure for Multi-View Learning. | Hongliu Cao, Simon Bernard, Robert Sabourin, Laurent Heutte |
| 2020 | ICPR | Classifier Pool Generation based on a Two-level Diversity Approach. | Marcos Monteiro, Alceu S. Britto Jr., Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin |
| 2020 | IJCNN | An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. | Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Robert Sabourin, Luiz E. S. Oliveira |
| 2020 | ICPR | 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 |
| 2020 | IJCNN | Multi-label learning for dynamic model type recommendation. | Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz |
| 2019 | CVPR | Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses. | Jrme Rony, Luiz G. Hafemann, Luiz S. Oliveira, Ismail Ben Ayed, Robert Sabourin, Eric Granger |
| 2019 | ICCS | Characterization of Handwritten Signature Images in Dissimilarity Representation Space. | Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin |
| 2019 | IJCNN | 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 |
| 2019 | IJCNN | 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 |
| 2019 | ICTAI | A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. | Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti |
| 2018 | IJCNN | Segmentation-Free Approaches For Handwritten Numeral String Recognition. | Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin |
| 2018 | IJCNN | 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 |
| 2018 | IJCNN | 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 |
| 2018 | ICTAI | Forest Species Recognition Based on Ensembles of Classifiers. | Jefferson G. Martins, Luiz S. Oliveira, Robert Sabourin, Alceu S. Britto Jr. |
| 2018 | ICTAI | Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index. | Marcelo Pereira, Alceu S. Britto Jr., Luiz S. Oliveira, Robert Sabourin |
| 2018 | ICTAI | Fusion of Classifiers Based on Centrality Measures. | Ronan Assumpo Silva, Alceu S. Britto Jr., Fabrcio Enembreck, Robert Sabourin, Luis S. Oliveira |
| 2018 | SSPR | Dynamic Voting in Multi-view Learning for Radiomics Applications. | Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin |
| 2017 | IJCNN | Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. | Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti |
| 2017 | ICPRAM | Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation. | Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau |
| 2017 | IJCNN | Bayesian optimization for conditional hyperparameter spaces. | Julien-Charles Levesque, Audrey Durand, Christian Gagn, Robert Sabourin |
| 2017 | IJCNN | A two-step cascade classification method. | Eunelson Jose da Silva Junior, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrcio Enembreck, Robert Sabourin, Alessandro L. Koerich |
| 2017 | IJCNN | On the characterization of the Oracle for dynamic classifier selection. | Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin |
| 2016 | ICPR | Multi-script writer identification using dissimilarity. | Diego Bertolini, Luiz S. Oliveira, Robert Sabourin |
| 2016 | ICPR | Approaching the intra-class variability in multi-script static signature evaluation. | Moiss Daz Cabrera, Miguel A. Ferrer, Robert Sabourin |
| 2016 | ICPR | ROC-based cost-sensitive classification with a reject option. | Clment Dubos, Simon Bernard, Sbastien Adam, Robert Sabourin |
| 2016 | ICPR | Analyzing features learned for Offline Signature Verification using Deep CNNs. | Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira |
| 2016 | ICPR | Meta-regression based pool size prediction scheme for dynamic selection of classifiers. | Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti |
| 2016 | IJCNN | Contribution of data complexity features on dynamic classifier selection. | Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrcio Enembreck, Robert Sabourin |
| 2016 | IJCNN | Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks. | Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira |
| 2016 | ICTAI | Handling Concept Drifts Using Dynamic Selection of Classifiers. | Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin |
| 2016 | UAI | Bayesian Hyperparameter Optimization for Ensemble Learning. | Julien-Charles Levesque, Christian Gagn, Robert Sabourin |
| 2015 | AVSS | Ensembles of exemplar-SVMs for video face recognition from a single sample per person. | Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau |
| 2015 | CIARP | Improving Writer Identification Through Writer Selection. | Diego Bertolini, Luiz S. Oliveira, Robert Sabourin |
| 2015 | IJCNN | 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 |
| 2015 | IJCNN | Adaptive skew-sensitive fusion of ensembles and their application to face re-identification. | Miguel De-la-Torre, Eric Granger, Robert Sabourin |
| 2015 | IJCNN | Transfer learning between texture classification tasks using Convolutional Neural Networks. | Luiz G. Hafemann, Luiz S. Oliveira, Paulo Rodrigo Cavalin, Robert Sabourin |
| 2015 | ICPRAM | Adaptive Classification for Person Re-identification Driven by Change Detection. | Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli |
| 2015 | IJCNN | Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. | Leila Maria Vriesmann, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin |
| 2015 | PAKDD | Contextual Anomaly Detection Using Log-Linear Tensor Factorization. | Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin |
| 2014 | ICFHR | Improving Signature-Based Biometric Cryptosystems Using Cascaded Signature Verification-Fuzzy Vault (SV-FV) Approach. | George S. Eskander, Robert Sabourin, Eric Granger |
| 2014 | ICPR | Watch-List Screening Using Ensembles Based on Multiple Face Representations. | Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau |
| 2014 | ICPR | Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries. | Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin |
| 2014 | ICPR | On Meta-learning for Dynamic Ensemble Selection. | Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti |
| 2014 | ICPR | Self-Updating with Facial Trajectories for Video-to-Video Face Recognition. | Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy |
| 2013 | ICDAR | Dissimilarity Representation for Handwritten Signature Verification. | George S. Eskander, Robert Sabourin, Eric Granger |
| 2013 | ICIAP | A Dissimilarity-Based Approach for Biometric Fuzzy Vaults-Application to Handwritten Signature Images. | George S. Eskander, Robert Sabourin, Eric Granger |
| 2013 | ICPRAM | Evolving Classifier Ensembles using Dynamic Multi-objective Swarm Intelligence. | Jean-Franois Connolly, Eric Granger, Robert Sabourin |
| 2012 | GECCO | Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space. | Julien-Charles Levesque, Audrey Durand, Christian Gagn, Robert Sabourin |
| 2012 | GECCO | Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems. | Eduardo Vellasques, Robert Sabourin, Eric Granger |
| 2012 | ICFHR | Adaptation of Writer-Independent Systems for Offline Signature Verification. | George S. Eskander, Robert Sabourin, Eric Granger |
| 2012 | ICPR | On the correlation between genotype and classifier diversity. | Jean-Franois Connolly, Eric Granger, Robert Sabourin |
| 2012 | ICPR | Adaptive selection of ensembles for imbalanced class distributions. | Paulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy |
| 2012 | IJCNN | Incremental update of biometric models in face-based video surveillance. | Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy |
| 2012 | IJCNN | Detector ensembles for face recognition in video surveillance. | Christophe Pagano, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy |
| 2012 | IECON | Detecting bearing defects under high noise levels: A classifier fusion approach. | Luana Batista, Bechir Badri, Robert Sabourin, Marc Thomas |
| 2012 | IECON | Combining textural descriptors for forest species recognition. | Jefferson G. Martins, Luis S. Oliveira, Robert Sabourin |
| 2012 | SAC | Assessing handwitten digit segmentation algorithms. | Felipe Ribas, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin |
| 2011 | CEC | Classifier ensembles optimization guided by population oracle. | Eulanda Miranda dos Santos, Robert Sabourin |
| 2011 | CIARP | Dynamic Zoning Selection for Handwritten Character Recognition. | Luciane Y. Hirabara, Simone B. K. Aires, Cinthia O. A. Freitas, Alceu de Souza Britto Jr., Robert Sabourin |
| 2010 | CEC | An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification. | Jean-Franois Connolly, Eric Granger, Robert Sabourin |
| 2010 | ICPR | Applying Dissimilarity Representation to Off-Line Signature Verification. | Luana Batista, Eric Granger, Robert Sabourin |
| 2010 | ICPR | Adaptive Incremental Learning with an Ensemble of Support Vector Machines. | Marcelo N. Kapp, Robert Sabourin, Patrick Maupin |
| 2010 | ICPR | Boolean Combination of Classifiers in the ROC Space. | Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin |
| 2010 | ICPR | Forest Species Recognition Using Color-Based Features. | Pedro Luiz de Paula Filho, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin |
| 2009 | CIARP | Handwritten Word Recognition Using Multi-view Analysis. | Jos Josemar de Oliveira Jr., Cinthia Obladen de Almendra Freitas, Joo Marques de Carvalho, Robert Sabourin |
| 2009 | GECCO | A PSO-based framework for dynamic SVM model selection. | Marcelo N. Kapp, Robert Sabourin, Patrick Maupin |
| 2009 | ICASSP | Document reconstruction using dynamic programming. | Andre Pimenta, Edson J. R. Justino, Luiz S. Oliveira, Robert Sabourin |
| 2009 | ICDAR | A Multi-Hypothesis Approach for Off-Line Signature Verification with HMMs. | Luana Batista, Eric Granger, Robert Sabourin |
| 2009 | ICDAR | Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. | Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr. |
| 2008 | GECCO | Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. | Eulanda Miranda dos Santos, Luiz S. Oliveira, Robert Sabourin, Patrick Maupin |
| 2008 | GECCO | Pareto analysis for the selection of classifier ensembles. | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin |
| 2008 | ICPR | A new HMM training and testing scheme. | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr. |
| 2008 | ICPR | The implication of data diversity for a classifier-free ensemble selection in random subspaces. | Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr. |
| 2008 | IJCNN | Fusion of biometric systems using one-class classification. | Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin |
| 2008 | IJCNN | A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning. | Eric Granger, Jean-Franois Connolly, Robert Sabourin |
| 2008 | SMC | Ensemble of classifiers for off-line signature verification. | Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin |
| 2008 | SAC | Using the RRT algorithm to optimize classification systems for handwritten digits and letters. | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong |
| 2007 | CIARP | Confusion Matrix Disagreement for Multiple Classifiers. | Cinthia Obladen de Almendra Freitas, Joo Marques de Carvalho, Jos Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin |
| 2007 | FUSION | An empirical study on diversity measures and margin theory for ensembles of classifiers. | Marcelo N. Kapp, Robert Sabourin, Patrick Maupin |
| 2007 | FUSION | Ambiguity-guided dynamic selection of ensemble of classifiers. | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin |
| 2007 | ICDAR | A Human-Centric Off-Line Signature Verification System. | Hanno Coetzer, Robert Sabourin |
| 2007 | ICDAR | K-Nearest Oracle for Dynamic Ensemble Selection. | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr. |
| 2007 | IJCNN | Distance-based Disagreement Classifiers Combination. | Cinthia Obladen de Almendra Freitas, Joo Marques de Carvalho, Jos Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin |
| 2007 | IJCNN | Off-line Signature Verification Using Writer-Independent Approach. | Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin |
| 2007 | IJCNN | Annealing Based Approach to Optimize Classification Systems. | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong |
| 2006 | GECCO | Evolving ensemble of classifiers in random subspace. | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr. |
| 2006 | ICPR | A New Objective Function for Ensemble Selection in Random Subspaces. | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr. |
| 2006 | IJCNN | Particle Swarm Optimization of Fuzzy ARTMAP Parameters. | Eric Granger, Philippe Henniges, Luiz S. Oliveira, Robert Sabourin |
| 2006 | IJCNN | Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr. |
| 2006 | IJCNN | An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization. | Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin |
| 2006 | IJCNN | Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers. | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin |
| 2006 | SAC | An implicit segmentation-based method for recognition of handwritten strings of characters. | Paulo Rodrigo Cavalin, Alceu de Souza Britto Jr., Flvio Bortolozzi, Robert Sabourin, Luiz E. Soares de Oliveira |
| 2005 | EMO | Multi-objective Genetic Algorithms to Create Ensemble of Classifiers. | Luiz E. Soares de Oliveira, Marisa E. Morita, Robert Sabourin, Flvio Bortolozzi |
| 2005 | EMO | A Multi-objective Memetic Algorithm for Intelligent Feature Extraction. | Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin |
| 2005 | ICDAR | A Synthetic Database to Assess Segmentation Algorithms. | Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin |
| 2005 | ICDAR | Improving Cascading Classifiers with Particle Swarm Optimization. | Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin |
| 2005 | ICDAR | Intelligent Feature Extraction for Ensemble of Classifiers. | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong |
| 2005 | IJCNN | Factors of overtraining with fuzzy ARTMAP neural networks. | Philippe Henniges, Eric Granger, Robert Sabourin |
| 2005 | IJCNN | Estimating accurate multi-class probabilities with support vector machines. | Jonathan Milgram, Mohamed Cheriet, Robert Sabourin |
| 2005 | IJCNN | Optimizing class-related thresholds with particle swarm optimization. | Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin |
| 2004 | CEC | A hybrid MOEA for the capacitated exam proximity problem. | Tony Wong, Pascal Ct, Robert Sabourin |
| 2004 | ICFHR | Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings. | Alceu de Souza Britto Jr., Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2004 | ICFHR | Handwritten Brazilian month recognition: an analysis of two NN architectures and a rejection mechanism. | Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin |
| 2004 | ICFHR | Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition. | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen |
| 2004 | ICFHR | Speeding up the decision making of support vector classifiers. | Jonathan Milgram, Mohamed Cheriet, Robert Sabourin |
| 2004 | ICFHR | Unsupervised feature selection for ensemble of classifiers. | Marisa E. Morita, Luiz S. Oliveira, Robert Sabourin |
| 2004 | ICFHR | An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition. | Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin |
| 2004 | ICFHR | Support vector machines for handwritten numerical string recognition. | Luiz S. Oliveira, Robert Sabourin |
| 2004 | ICFHR | An off-line signature verification method based on the questioned document expert's approach and a neural network classifier. | Cesar R. Santos, Edson J. R. Justino, Flvio Bortolozzi, Robert Sabourin |
| 2004 | ICPR | Two-Stage Classification System combining Model-Based and Discriminative Approaches. | Jonathan Milgram, Robert Sabourin, Mohamed Cheriet |
| 2004 | ICPR | Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm. | Guillaume Tremblay, Robert Sabourin, Patrick Maupin |
| 2004 | PATAT | A Hybrid Multi-objective Evolutionary Algorithm for the Uncapacitated Exam Proximity Problem. | Pascal Ct, Tony Wong, Robert Sabourin |
| 2004 | SSPR | Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition. | Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin |
| 2003 | ICDAR | A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing. | Alceu de Souza Britto Jr., Paulo Sergio Lopes de Souza, Robert Sabourin, Simone do Rcio Senger de Souza, Dbio Leandro Borges |
| 2003 | ICDAR | Integration of Contextual Information in Handwriting Recognition Systems. | Frederic Grandidier, Robert Sabourin, Ching Y. Suen |
| 2003 | ICDAR | A Recognition and Verification Strategy for Handwritten Word Recognition. | Marisa E. Morita, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2003 | ICDAR | Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition. | Marisa E. Morita, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2003 | ICDAR | Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach. | Luiz E. Soares de Oliveira, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2003 | ICDAR | Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms. | Paulo Vinicius Wolski Radtke, Luiz E. Soares de Oliveira, Robert Sabourin, Tony Wong |
| 2002 | ICASSP | Fast two-level Viterbi search algorithm for unconstrained handwriting recognition. | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen |
| 2002 | ICFHR | A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models. | Alessandro L. Koerich, Yann Leydier, Robert Sabourin, Ching Y. Suen |
| 2002 | ICFHR | Segmentation and recognition of handwritten dates. | Marisa E. Morita, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2002 | ICFHR | Feature sets evaluation for handwritten word recognition. | Jos Josemar de Oliveira Jr., Joo Marques de Carvalho, Cinthia Obladen de Almendra Freitas, Robert Sabourin |
| 2002 | ICPR | A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition. | Alceu de Souza Britto Jr., Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2002 | ICPR | On the Performance of Wavelets for Handwritten Numerals Recognition. | Suzete E. N. Correia, Joo Marques de Carvalho, Robert Sabourin |
| 2002 | ICPR | Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition. | Luiz E. Soares de Oliveira, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2001 | ICDAR | A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings. | Alceu de Souza Britto Jr., Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2001 | ICDAR | Handwritten Isolated Word Recognition: An Approach Based on Mutual Information for Feature Set Validation. | Cinthia Obladen de Almendra Freitas, Flvio Bortolozzi, Robert Sabourin |
| 2001 | ICDAR | An a priori Indicator of the Discrimination Power of Discrete Hidden Markov Models. | Frederic Grandidier, Robert Sabourin, Michel Gilloux, Ching Y. Suen |
| 2001 | ICDAR | Off-line Signature Verification Using HMM for Random, Simple and Skilled Forgeries. | Edson J. R. Justino, Flvio Bortolozzi, Robert Sabourin |
| 2001 | ICDAR | A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems. | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen |
| 2001 | ICDAR | Handwritten Month Word Recognition on Brazilian Bank Checks. | Marisa E. Morita, Robert Sabourin, Mounim A. El-Yacoubi, Flvio Bortolozzi, Ching Y. Suen |
| 2001 | ICDAR | A Modular System to Recognize Numerical Amounts on Brazilian Bank Checks. | Luiz E. Soares de Oliveira, Robert Sabourin, Flvio Bortolozzi, Ching Y. Suen |
| 2000 | ICPR | A New Segmentation Approach for Handwritten Digits. | Luiz E. Soares de Oliveira, Edouard Lethelier, Flvio Bortolozzi, Robert Sabourin |
| 2000 | ISMM | Morphological Pseudo Convex Hull to Correct Handwriting Baseline skew. | Anderson Rocha, Jacques Facon, Flvio Bortolozzi, Robert Sabourin |
| 1999 | ICDAR | Influence of Word Length on Handwriting Recognition. | Frederic Grandidier, Robert Sabourin, Mounim A. El-Yacoubi, Michel Gilloux, Ching Y. Suen |
| 1999 | ICDAR | Mathematical Morphology and Weighted Least Squares to Correct Handwriting Baseline Skew. | Marisa E. Morita, Jacques Facon, Flvio Bortolozzi, Silvio J. A. Garns, Robert Sabourin |
| 1998 | ICPR | Handwriting and signature: one or two personality identifiers? | Viviane Bouletreau, Nicole Vincent, Robert Sabourin, Hubert Emptoz |
| 1998 | ICPR | Improved model architecture and training phase in an off-line HMM-based word recognition system. | Abdenaim El Yacoubi, Robert Sabourin, Michel Gilloux, Ching Y. Suen |
| 1997 | ICDAR | Synthetic Parameters for Handwriting Classification. | Viviane Bouletreau, Nicole Vincent, Robert Sabourin, Hubert Emptoz |
| 1997 | ICDAR | Segmentation of Arabic Cursive Script. | Deya Motawa, Adnan Amin, Robert Sabourin |
| 1997 | ICDAR | Shape Matrices as a Mixed Shape Factor for Off-line Signature Verification. | Robert Sabourin, Jean-Pierre Drouhard, Etienne Sum Wah |
| 1996 | ICPR | A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach. | Nabeel A. Murshed, Flvio Bortolozzi, Robert Sabourin |
| 1996 | ICPR | Pattern spectrum as a local shape factor for off-line signature verification. | Robert Sabourin, Ginette Genest, Franoise J. Prteux |
| 1995 | ICDAR | Comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF. | Jean-Pierre Drouhard, Robert Sabourin, Mario Godbout |
| 1995 | ICDAR | Off-line signature verification, without a priori knowledge of class ω | Nabeel A. Murshed, Flvio Bortolozzi, Robert Sabourin |
| 1995 | ICDAR | An extended-shadow-code based approach for off-line signature verification. II. Evaluation of several multi-classifier combination strategies. | Robert Sabourin, Ginette Genest |
| 1994 | ICIP | A Multiresolution Based Approach for Handwriting Segmentation in Gray-scale Images. | Mohamed Cheriet, R. Thibault, Robert Sabourin |
| 1994 | ICPR | An extended-shadow-code based approach for off-line signature verification. I. Evaluation of the bar mask definition. | Robert Sabourin, Ginette Genest |
| 1993 | ICDAR | An extended-shadow-code based approach for off-line signature verification. | Robert Sabourin, Mohamed Cheriet, Ginette Genest |
| 1992 | ICPR | Off-line signature verification using directional PDF and neural networks. | Robert Sabourin, Jean-Pierre Drouhard |
| 1988 | ICPR | Segmentation of handwritten signature images using the statistics of directional data. | Robert Sabourin, Rejean Plamondon |