+ Papers in refereed conference proceedings
«GNN-DES: A new end-to-end dynamic ensemble selection method based on multi-label graph neural network»de Araujo Souza, Mariana, Sabourin, Robert, da Cunha Cavalcanti, George Darmiton and Cruz, Rafael Menelau Oliveira E..” |
«Contrastive learning of handwritten signature representations for writer-independent verification»Viana, Talles B., Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. and Sabourin, Robert.” |
«Local overlap reduction procedure for dynamic ensemble selection»Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D. C. and Cruz, Rafael M. O..” |
«Classifier pool generation based on a two-level diversity approach»Monteiro, Marcos, Britto, Alceu S., Barddal, Jean P., Oliveira, Luiz and Sabourin, Robert.” |
«An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification»Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. and Sabourin, Robert.” |
«An end-to-end approach for recognition of modern and historical handwritten numeral strings»Hochuli, Andre G., Britto, Alceu S., Barddal, Jean P., Sabourin, Robert and Oliveira, Luiz E. S..” |
«A novel random forest dissimilarity measure for multi-view learning»Cao, Hongliu, Bernard, Simon, Sabourin, Robert and Heutte, Laurent.” |
«Dynamic fusion of human and machine decisions for efficient cost-sensitive biometric authentication»Coetzer, Johannes, Swanepoel, Jacques and Sabourin, Robert.” |
«Multi-label learning for dynamic model type recommendation»Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D. C. and Cruz, Rafael M. O..” |
«Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control»Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. and Sabourin, Robert.” |
«Data preprocessing and dynamic ensemble selection for imbalanced data stream classification»Zyblewski, Pawel, Sabourin, Robert and Woniak, Michal.” |
«An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification»Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. and Sabourin, Robert.” |
«On dissimilarity representation and transfer learning for offline handwritten signature verification»Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. and Sabourin, Robert.” |
«Characterization of handwritten signature images in dissimilarity representation space»Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. and Sabourin, Robert.” |
«A decision-based dynamic ensemble selection method for concept drift»Albuquerque, Régis Antônio S., Josua Costa, Albert F., Miranda dos Santos, Eulanda, Sabourin, Robert and Giusti, Rafael.” |
«Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses»Rony, Jérôme, Hafemann, Luiz G., Oliveira, Luiz S., Ben Ayed, Ismail, Sabourin, Robert and Granger, Eric.” |
«On evaluating the online local pool generation method for imbalance learning»Souza, Mariana A., Cavalcanti, George D. C., Cruz, Rafael M. O. and Sabourin, Robert.” |
«Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images»Cao, Hongliu, Bernard, Simon, Heutte, Laurent and Sabourin, Robert.” |
«Dynamic voting in multi-view learning for radiomics applications»Cao, Hongliu, Bernard, Simon, Heutte, Laurent and Sabourin, Robert.” |
«Dissimilarity-based representation for radiomics applications»Cao, Hongliu, Bernard, Simon, Heutte, Laurent and Sabourin, Robert.” |
«An ensemble generation method based on instance hardness»Walmsley, Felipe N., Cavalcanti, George D. C., Oliveira, Dayvid V. R., Cruz, Rafael M. O. and Sabourin, Robert.” |
«Segmentation-free approaches for handwritten numeral string recognition»Hochuli, Andre G., Oliveira, Luiz S., De Souza Britto, Alceu and Sabourin, Robert.” |
«A writer-independent approach for offline signature verification using deep convolutional neural networks features»Souza, Victor L. F., Oliveira, Adriano L. I. and Sabourin, Robert.” |
«Forest species recognition based on ensembles of classifiers»Martins, Jefferson G., Oliveira, Luiz E. S., Sabourin, Robert and Britto Jr, Alceu S..” |
«Dynamic ensemble selection by k-nearest local oracles with discrimination index»Pereira, Marcelo T., Britto Jr., Alceu S., Oliveira, Luiz S. and Sabourin, Robert.” |
«Fusion of classifiers based on centrality measures»Silva, Ronan A., Britto Jr., Alceu S., Enembreck, Fabricio, Sabourin, Robert and Oliveira, Luis S..” |
«On dynamic ensemble selection and data preprocessing for multi-class imbalance learning»M. O. Cruz, Rafael, Sabourin, Robert and Cavalcanti, George D. C..” |
«Decoupling direction and norm for efficient gradient-based l2 adversarial attacks»Rony, Jérôme, Gustavo, Luiz, Sabourin, Robert and Granger, Eric.” |
«K-Nearest oracles borderline dynamic classifier ensemble selection»Oliveira, D. V. R., Cavalcanti, G. D. C., Porpino, T. N., Cruz, R. M. O. and Sabourin, R..” |
«Bayesian optimization for conditional hyperparameter spaces»Levesque, Julien-Charles, Durand, Audrey, Gagné, Christian and Sabourin, Robert.” |
«Dynamic ensemble selection VS K-NN: why and when dynamic selection obtains higher classification performance?»Cruz, Rafael M. O., Zakane, Hiba H., Sabourin, Robert and Cavalcanti, George D. C..” |
«Offline handwritten signature verification – literature review»Hafemann, Luiz G., Sabourin, Robert and Oliveira, Luiz S..” |
«Dynamic selection of exemplar-SVMs forwatch-list screening through domain adaptation»Bashbaghi, Saman, Granger, Eric, Sabourin, Robert and Bilodeau, Guillaume-Alexandre.” |
«On the characterization of the Oracle for dynamic classifier selection»Souza, Mariana A., Cavalcanti, George D. C., Cruz, Rafael M. O. and Sabourin, Robert.” |
«A two-step cascade classification method»Silva, Eunelson J., Britto, Alceu S., Oliveira, Luiz S., Enembreck, Fabricio, Sabourin, Robert and Koerich, Alessandro L..” |
«Analyzing different prototype selection techniques for dynamic classifier and ensemble selection»Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C..” |
«Meta-regression based pool size prediction scheme for dynamic selection of classifiers»Roy, Anandarup, Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C..” |
«Bayesian hyperparameter optimization for ensemble learning»Lévesque, Julien-Charles, Gagné, Christian and Sabourin, Robert.” |
«Contribution of data complexity features on dynamic classifier selection»Brun, André L., Britto, Alceu S., Oliveira, Luiz S., Enembreck, Fabricio and Sabourin, Robert.” |
«Approaching the intra-class variability in multi-script static signature evaluation»Diaz, Moises, Ferrer, Miguel A. and Sabourin, Robert.” |
«ROC-based cost-sensitive classification with a reject option»Dubos, Clement, Bernard, Simon, Adam, Sebastien and Sabourin, Robert.” |
«Multi-script writer identification using dissimilarity»Bertolini, Diego, Oliveira, Luiz S. and Sabourin, Robert.” |
«Analyzing features learned for Offline Signature Verification using Deep CNNs»Hafemann, Luiz G., Sabourin, Robert and Oliveira, Luiz S..” |
«Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks»Hafemann, Luiz G., Sabourin, Robert and Oliveira, Luiz S..” |
«Handling concept drifts using dynamic selection of classifiers»Lisboa De Almeida, Paulo R., Oliveira, Luiz S., De Souza Britto, Alceu and Sabourin, Robert.” |
«Improving writer identification through writer selection»Bertolini, Diego, Oliveira, Luiz S. and Sabourin, Robert.” |
«Transducer state prediction system for smart environment intelligent control»Bassani de Freitas, Marcelo, Cavalcanti, George D. C. and Sabourin, Robert.” |
«Ensembles of exemplar-SVMs for video face recognition from a single sample per person»Bashbaghi, Saman, Granger, Éric, Sabourin, Robert and Bilodeau, Guillaume-Alexandre.” |
«Video face recognition from a single still image using an adaptive appearance model tracker»Dewan, M. Ali Akber, Granger, E., Sabourin, R., Marcialis, G. L. and Roli, F..” |
«Transfer learning between texture classification tasks using Convolutional Neural Networks»Hafemann, Luiz G., Oliveira, Luiz S., Cavalin, Paulo R. and Sabourin, Robert.” |
«META-DES.H: A dynamic ensemble selection technique using meta-learning and a dynamic weighting approach»Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C..” |
«Adaptive classification for person re-identification driven by change detection»Pagano, C., Granger, E., Sabourin, R., Marcialis, G. L. and Roli, F..” |
«Adaptive skew-sensitive fusion of ensembles and their application to face re-identification»De La Torre, Miguel, Granger, Éric and Sabourin, Robert.” |
«Contextual anomaly detection using log-linear tensor factorization»Shah, Alpa Jayesh, Desrosiers, Christian and Sabourin, Robert.” |
«Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection»Vriesmann, Leila M., Britto, Alceus S. Jr., Oliveira, Luiz S., Koerich, Alessandro L. and Sabourin, Robert.” |
«Design of fuzzy terminal iterative learning control based on internal model control»Beauchemin-Turcotte, M., Gauthier, Guy and Sabourin, Robert.” |
«Self-updating with facial trajectories for video-to-video face recognition»De-la-Torre, M., Granger, Eric, Radtke, P., Sabourin, R. and Gorodnichy, D. O..” |
«Assessing textural features for writer identification on different writing styles and forgeries»Bertolini, D., Oliveira, L. S., Justino, E. and Sabourin, Robert.” |
«Watch-list screening using ensembles based on multiple face representations»Bashbaghi, Saman, Granger, Eric, Sabourin, Robert and Bilodeau, Guillaume-Alexandre.” |
«An Individual-Specific Strategy for Management of Reference Data in Adaptive Ensembles for Person Re-Identification»De-la-Torre, M., Granger, Éric, Sabourin, Robert and Gorodnichy, D. O..” |
«Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams»Pagano, Christophe, Granger, Éric, Sabourin, Robert, Marcialis, Gian Luca and Roli, Fabio.” |
«Analyzing dynamic ensemble selection techniques using dissimilarity analysis»Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C..” |
«On meta-learning for dynamic ensemble selection»Cruz, R. M. O., Sabourin, Robert and Cavalcanti, G. D. C..” |
«Apprentissage multiclasse en environnement incertain»Bernard, Simon, Chatelain, Clément, Adam, Sébastien and Sabourin, Robert.” |
«Efficient adaptive face recognition systems based on capture conditions»Pagano, C., Granger, É., Sabourin, R., Rattani, A., Marcialis, G. L. and Roli, F..” |
«Improving signature-based biometric cryptosystems using Cascaded Signature Verification-Fuzzy Vault (SV-FV) approach»Eskander, George S., Sabourin, Robert and Granger, Éric.” |
«Offline signature-based fuzzy vault: A review and new results»Eskander, George S., Sabourin, Robert and Granger, Éric.” |
«Off-line signature verification using a mixed segmentation»Farias, William. C., Justino, Edson J. R., Facon, Jacques, Oliveira, Luiz E. S. and Sabourin, Robert.” |
«Securing mass biometric templates using blockwise multi-resolution clustering watermarking»Rabil, Bassem S., Sabourin, Robert and Granger, Eric.” |
«Recognition of blowing sound types for real-time implementation in mobile devices»Carbonneau, M. A., Gagnon, Ghyslain, Sabourin, Robert and Dubois, J..” |
«On the dissimilarity representation and prototype selection for signature-based bio-cryptographic systems»Eskander, George S., Sabourin, Robert and Granger, Éric.” |
«A dissimilarity-based approach for biometric fuzzy vaults – Application to handwritten signature images»Eskander, George S., Sabourin, Robert and Granger, Éric.” |
«Evolving classifier ensembles using dynamic multi-objective swarm intelligence»Connolly, Jean-François, Granger, Éric and Sabourin, Robert.” |
«Dissimilarity representation for handwritten signature verification»Eskander, George S., Sabourin, Robert and Granger, Eric.” |
«Towards automated transactions based on the offline handwritten signatures»Eskander, George S., Sabourin, Robert and Granger, Eric.” |
«Single classifier based multiple classifications»Ko, Albert Hung-Ren and Sabourin, Robert.” |
«Ensembles of budgeted kernel support vector machines for parallel large scale learning»Lévesque, Julien-Charles, Gagné, Christian and Sabourin, Robert.” |
«Adaptive ensemble selection for face re-identification under class imbalance»Radtke, Paulo, Sabourin, Robert and Gorodnichy, Dmitry.” |
«Comparison of adaptive appearance methods for tracking faces in video surveillance»Dewan, M. Ali Akber, Granger, Éric, Roli, F., Sabourin, Robert and Marcialis, G. L..” |
«A comparison of adaptive matchers for screening of faces in video surveillance»De-la-Torre, M., Radtke, P. V. W., Granger, Éric, Sabourin, Robert and Gorodnichy, D. O..” |
«On the correlation between genotype and classifier diversity»Connolly, Jean-François, Granger, Éric and Sabourin, Robert.” |
«Efficient cost-sensitive human-machine collaboration for offline signature verification»Coetzer, Johannes, Swanepoel, Jacques and Sabourin, Robert.” |
«Detecting bearing defects under high noise levels: A classifier fusion approach»Batista, Luana, Badri, Bechir, Sabourin, Robert and Thomas, Marc.” |
«Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems»Vellasques, Eduardo, Sabourin, Robert and Granger, Éric.” |
«Detector ensembles for face recognition in video surveillance»Pagano, Christophe, Granger, Éric, Sabourin, Robert and Gorodnichy, Dmitry O..” |
«Incremental update of biometric models in face-based video surveillance»De-la-Torre, M., Granger, Éric, Radtke, P. V. W., Sabourin, Robert and Gorodnichy, D. O..” |
«Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space»Levesque, Julien-Charles, Durand, Audrey, Gagne, Christian and Sabourin, Robert.” |
«A parallel watermarking application on a GPU»Garcia-Cano, Edgar C., Rabil, Bassem S. and Sabourin, Robert.” |
«Adaptation of writer-independent systems for offline signature verification»Eskander, George S., Sabourin, Robert and Granger, Éric.” |
«Combining textural descriptors for forest species recognition»Martins, J. G., Oliveira, L. S. and Sabourin, Robert.” |
«Assessing handwitten digit segmentation algorithms»Ribas, Felipe, Oliveira, Luiz S., Britto Jr, Alceu S. and Sabourin, Robert.” |
«Adaptive selection of ensembles for imbalanced class distributions»Radtke, Paulo V. W., Granger, Éric, Sabourin, Robert and Gorodnichy, Dmitry.” |
«Impact of classifier prototyping on classification systems optimization»Radtke, P., Sabourin, R. and Wong, T..” |
«Exploring the upper bound performance limit of iris biometrics using score calibration and fusion»Gorodnichy, Dmitry O., Dubrofsky, Elan, Hoshino, Richard, Khreich, Wael, Granger, Éric and Sabourin, Robert.” |
«Incremental boolean combination of classifiers»Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert.” |
«Dynamic ensemble selection for off-line signature verification»Batista, Luana, Granger, Éric and Sabourin, Robert.” |
«Watermarking stack of grayscale face images as dynamic multi-objective optimization problem»Rabil, Bassem S., Sabourin, Robert and Granger, Éric.” |
«Dynamic zoning selection for handwritten character recognition»Hirabara, Luciane Y., Aires, Simone B. K., Freitas, Cinthia O. A., Britto Jr, Alceu S. and Sabourin, Robert.” |
«Classifier ensembles optimization guided by population oracle»Dos Santos, Eulanda M. and Sabourin, Robert.” |
«Impact of watermarking on offline signature verification in intelligent bio-watermarking systems»Rabil, Bassem S., Sabourin, Robert and Granger, Éric.” |
«Signature based Fuzzy Vaults with boosted feature selection»Eskander, George S., Sabourin, Robert and Granger, Éric.” |
«Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition»Connolly, Jean-François, Granger, Éric and Sabourin, Robert.” |
«Forest species recognition using color-based features»Paula Filho, P. L., Oliveira, Luis S., Britto, Alceu de Souza and Sabourin, Robert.” |
«Intelligent watermarking with multi-objective population based incremental learning»Rabil, Bassem S., Sabourin, Robert and Granger, Éric.” |
«Intelligent watermarking of document images as a dynamic optimization problem»Vellasques, Eduardo , Sabourin, Robert and Granger, Éric.” |
«Using additional neighborhood information in a dynamic ensemble selection method : improving the KNORA approach»Vriesmann, Leila Maria, Britto, Alceu de Souza, Oliveira, Luiz S., Sabourin, Robert and Ko, Albert Hung-Ren.” |
«A multi-classifier system for off-line signature verification based on dissimilarity representation»Batista, Luana, Granger, Éric and Sabourin, Robert.” |
«Adaptive incremental learning with an ensemble of support vector machines»Kapp, Marcelo N., Sabourin, Robert and Maupin, Patrick.” |
«Applying dissimilarity representation to off-line signature verification»Batista, Luana, Granger, Éric and Sabourin, Robert.” |
«An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification»Connolly, Jean-François, Granger, Éric and Sabourin, Robert.” |
«Boolean combination of classifiers in the ROC space»Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert.” |
«Dynamic selection of ensembles of classifiers using contextual information»Cavalin, Paulo Rodrigo, Sabourin, Robert and Suen, Ching Y..” |
«Combining hidden Markov models for improved anomaly detection»Khreich, Wael, Granger, Éric, Sabourin, Robert and Miri, Ali.” |
«A multi-hypothesis approach for off-line signature verification with HMMs»Batista, Luana, Granger, Éric and Sabourin, Robert.” |
«Evaluation of different strategies to optimize an HMM-based character recognition system»Santos, Murilo, Ko, Albert Hung-Ren, Oliveira, Luis S., Sabourin, Robert, Koerich, Alessandro L. and Britto, Alceu de Souza.” |
«A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection»Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert.” |
«A PSO-based framework for dynamic SVM model selection»Kapp, Marcelo N., Sabourin, Robert and Maupin, Patrick.” |
«Document reconstruction using dynamic programming»Pimenta, André, Justino, Edson José Rodrigues, Oliveira, Luis S. and Sabourin, Robert.” |
«Handwritten word recognition using multi-view analysis»de Oliveira, J. J., de A. Freitas, C. O., de Carvalho, J. M. and Sabourin, Robert.” |
«Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification»Connolly, Jean-François, Granger, Éric and Sabourin, Robert.” |
«Combinando caracteristicas complementares em modelos escondidos de markov: uma otimizaçao para o reconhecimento de caracteres manuscritos»Santos, M., Oliveira, L., Sabourin, Robert, Koerich, A. and Britto Jr., A..” |
«Evaluation of incremental learning algorithms for an HMM-based handwritten isolated digits recognizer»Cavalin, Paulo R., Sabourin, Robert, Suen, Ching Y. and Britto Jr., Alceu S..” |
«Overfitting in the selection of classifier ensembles : a comparative study between PSO and GA»Dos Santos, Eulanda M., Sabourin, Robert, Oliveira, Luiz S. and Maupin, Patrick.” |
«Ensemble of classifiers for off-line signature verification»Bertolini, D., Oliveira, L.S., Justino, E. and Sabourin, Robert.” |
«Fusion of biometric systems using one-class classification»Bergamini, Cheila, Oliveira, Luiz S., Koerich, Alessandro L. and Sabourin, Robert.” |
«The implication of data diversity for a classifier-free ensemble selection in random subspaces»Ko, Albert Hung-Ren, Sabourin, Robert, De Soares Oliveira, Luiz E. and De Britto Jr, Alceu Souza.” |
«Pareto analysis for the selection of classifier ensembles»Dos Santos, Eulanda M., Sabourin, Robert and Maupin, Patrick.” |
«Supervised incremental learning with the fuzzy ARTMAP neural network»Connolly, Jean-François, Granger, Éric and Sabourin, Robert.” |
«Brazilian forensic letter database»Freitas, Cinthia O. A., Oliveira, Luiz S., Sabourin, Robert and Bortolozzi, Flàvio.” |
«A new HMM training and testing scheme»Ko, Albert Hung-Ren, Sabourin, Robert and De Souza Britto Jr, Alceu S..” |
«A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning»Granger, Éric, Connolly, Jean-Francois and Sabourin, Robert.” |
«Using the RRT algorithm to optimize classification systems for handwritten digits and letters»Radtke, Paulo V. W., Sabourin, Robert and Wong, Tony.” |
«Applying pairwise fusion matrix on fusion functions for classifier combination»Ko, Albert Hung Ren, Sabourin, Robert and de Souza Britto, Alceu.” |
«K-nearest oracle for dynamic ensemble selection»Ko, Albert Hung-Ren, Sabourin, Robert and de Souza Britto, Alceu.” |
«Off-line signature verification using writer-independent approach»Oliveira, Luiz S., Justino, Edson and Sabourin, Robert.” |
«A new dynamic ensemble selection method for numeral recognition»Ko, Albert Hung-Ren, Sabourin, Robert and de Souza Britto, Alceu.” |
«A quantitative comparison between MOGAs and the RRT algorithm on classification systems optimization»Radtke, Paulo V. W., Sabourin, Robert and Wong, Tony.” |
«Annealing based approach to optimize classification system»Radtke, P.V., Sabourin, Robert and Wong, Tony.” |
«A new HMM-based ensemble generation method for numeral recognition»Ko, Albert Hung-Ren, Sabourin, Robert and de Souza Britto, Alceu.” |
«An empirical study on diversity measures and margin theory for ensembles of classifiers»Kapp, Marcelo N., Sabourin, Robert and Maupin, Patrick.” |
«Distance-based disagreement classifiers combination»Freitas, C. O. A., Carvalho, J. M., Oliveira, J. J. Jnr, Aires, S. B. K. and Sabourin, Robert.” |
«Confusion matrix disagreement for multiple classifiers»Freitas, Cinthia O. A., De Carvalho, Joao M., Oliveira Jr, Jose Josemar, Aires, Simone B. K. and Sabourin, Robert.” |
«A human-centric off-line signature verification system»Coetzer, Hanno and Sabourin, Robert.” |
«Ambiguity-guided dynamic selection of ensemble of classifiers»dos Santos, Eulanda M., Sabourin, Robert and Maupin, Patrick.” |
«A new objective function for ensemble selection in random subspaces»Ko, Albert Hung Ren, Sabourin, Robert and Britto, Alceu de Souza.” |
«An implicit segmentation-based method for recognition of handwritten strings of characters»Cavalin, P. R., de Souza Britto, A., Bortolozzi, F., Sabourin, Robert and Soares Oliveira, L. E..” |
«Particle swarm optimization of fuzzy ARTMAP parameters»Granger, Éric, Henniges, P., Oliveira, L.S. and Sabourin, Robert.” |
«An evaluation of over-fit control strategies for multi-objective evolutionary optimization»Radtke, P.V.W., Wong, Tony and Sabourin, Robert.” |
«“One against one” or “one against all” : which one is better for handwriting recognition with SVMs?»Milgram, Jonathan, Cheriet, Mohamed and Sabourin, Robert.” |
«Impact of fuzzy ARTMAP match tracking strategies on the recognition of handwritten digits»Henniges, Philippe, Granger, Éric, Sabourin, Robert and Oliveira, Luiz S..” |
«Evolving ensemble of classifiers in random subspace»Ko, Albert Hung-Ren, Sabourin, Robert and De Souza Britto Jr, Alceu.” |
«Single and multi-objective genetic algorithms for the selection of ensemble of classifiers»Dos Santos, E.M., Sabourin, Robert and Maupin, P..” |
«Modeling segmentation cuts using support vector machines»Vellasques, E., Oliveira, L.S., Britto Jr, A. S., Koerich, A. L. and Sabourin, Robert.” |
«Combining diversity and classification accuracy for ensemble selection in random subspaces»Ko, Albert H. R., Sabourin, Robert and Britto Jr., Alceu.” |
«Classification system optimization with multi-objective genetic algorithms»Radtke, Paulo V. W., Sabourin, Robert and Wong, Tony.” |
«Feature selection techniques for classification of satellite images with fuzzy ARTMAP neural networks»Rivard, Dominique, Granger, Éric and Sabourin, Robert.” |
«Fusing high- and low level features for handwritten word recognition»Koerich, Alessandro L., Britto Jr, Alceu S., Oliveira, Luiz E. S. and Sabourin, Robert.” |
«Intelligent feature extraction for ensemble of classifiers»Radtke, P.V.M., Sabourin, Robert and Wong, Tony.” |
«A multi-objective memetic algorithm for intelligent feature extraction»Radtke, P., Wong, Tony and Sabourin, Robert.” |
«Multi-objective genetic algorithms to create ensemble of classifiers»Oliveira, Luiz S., Morita, Marisa, Sabourin, Robert and Bortolozzi, Flavio.” |
«Perceptual zoning for handwritten character recognition»Aires, Simone B. K., Freitas, Cinthia O. A., Bortolozzi, Flávio and Sabourin, Robert.” |
«Factors of overtraining with fuzzy ARTMAP neural networks»Henniges, Philippe, Granger, Éric and Sabourin, Robert.” |
«The graphology applied to signature verification»Oliveira, Luiz S., Justino, Edson, Freitas, Cinthia and Sabourin, Robert.” |
«ASHRAE standard\’s 62 multiple spaces equation for design and control»Nassif, N., Kajl, Stanislaw and Sabourin, Robert.” |
«Estimating accurate multi-class probabilities with support vector machines»Milgram, J., Cheriet, Mohamed and Sabourin, Robert.” |
«Optimal operation of VAV air-conditioning system»Nassif, N., Kajl, Stanislaw and Sabourin, Robert.” |
«A hybrid multi-objective evolutionary algorithm for the uncapacitated exam proximity problem»Côté, Pascal, Wong, Tony and Sabourin, Robert.” |
«Improving cascading classifiers with particle swarm optimization»Oliveira, L., Britto, A. and Sabourin, Robert.” |
«A synthetic database to assess segmentation algorithms»Oliveira, L., Britto, A. and Sabourin, Robert.” |
«Simplified model-based optimal control of VAV air-conditioning system»Nassif, Nabil, Kajl, Stanislaw and Sabourin, Robert.” |
«Optimizing class-related thresholds with particle swarm optimization»Oliveira, Luiz, Britto, Alceu de Souza and Sabourin, Robert.” |
«Proposition d\’un classificateur en cascade : application à la reconnaissance de police de caractèrs rares»Duong, Jean, Sabourin, Robert and Emptoz, Hubert.” |
«Two-stage classification system combining model-based and discriminative approaches»Milgram, Jonathan, Sabourin, Robert and Cheriet, Mohamed.” |
«A hybrid MOEA for the capacitated exam proximity problem»Wong, Tony, Côté, Pascal and Sabourin, Robert.” |
«An off-line signature verification method based on the questioned document expert\’s approach and a neural network classifier»Santos, Cesar, Justino, Edson J. R., Bortolozzi, Flavio and Sabourin, Robert.” |
«An optimized hill climbing algorithm for feature subset selection : evaluation on handwritten character recognition»Nunes, Carlos M., De Britto Jr, Alceu S., Kaestner, Celso A. A. and Sabourin, Robert.” |
«Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support»Milgram, Jonathan, Sabourin, Robert and Cheriet, Mohamed.” |
«Application of a hybrid multi-objective evolutionary algorithm to the uncapacitated exam proximity problem»Côté, Pascal, Wong, Tony and Sabourin, Robert.” |
«Support vector machines for handwritten numerical string recognition»Oliveira, Luiz S. and Sabourin, Robert.” |
«Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«Handwritten brazilian month recognition : an analysis of two NN architectures and a rejection mechanism»Kapp, Marcello N., Freitas, Cinthia O. De A. and Sabourin, Robert.” |
«Handwritten recognition with multiple classifiers for restricted lexicon»De Oliveira Jr, J. J., Kapp, M. N., Freitas, C. O. De A., De Carvalho, J. M. and Sabourin, Robert.” |
«Optimizing nearest neighbour in random subspaces using a multi-objective genetic algorithm»Tremblay, Guillaume, Sabourin, Robert and Maupin, Patrick.” |
«Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings»Britto Jr, Alceu De S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Evolutionary algorithms for multi-objective optimization in HVAC system control strategy»Nassif, N., Kajl, Stanislaw and Sabourin, Robert.” |
«Modeling and validation of existing VAV system components»Nassif, Nabil, Kajl, Stanislaw and Sabourin, Robert.” |
«Feature subset selection using an optimized hill climbing algorithm for handwritten character recognition»Nunes, Carlos M., Britto, Alceu de S., Kaestner, Celso A. A. and Sabourin, Robert.” |
«Speeding up the decision making of support vector classifiers»Milgram, Jonathan, Cheriet, Mohamed and Sabourin, Robert.” |
«Unsupervised feature selection for ensemble of classifiers»Morita, Marisa, Oliveira, Luiz S. and Sabourin, Robert.” |
«Quelques techniques pour l\’amélioration du pouvoir discriminant de primitives discrètes»Grandidier, Frédéric, Sabourin, Robert and Suen, Ching Y..” |
«K-Means VQ Algorithm using a Low-Cost Parallel Cluster Computing»de Souza, P. S., Britto Jr, A, sabourin, Robert, Souza, S. L. and Borges, Díbio Leandro.” |
«Study of perceptual similarity between different lexicons»Freitas, Cinthia O. A., Bortolozzi, Flavio and Sabourin, Robert.” |
«A low-cost parallel K-means VQ algorithm using cluster computing »Britto, Alceu de S., De Souza, Paulo S. L., Sabourin, Robert, De Souza, Simone R. S. and Borges, Díbio Leandro.” |
«Complementary features combined in an HMM-based system to recognize handwritten digits»Britto, Alceu de S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Two-objective on-line optimization of supervisory control strategy»Nassif, Nabil, Kajl, Stanislaw and Sabourin, Robert.” |
«Intelligent zoning design using multi-objective evolutionary algorithms»Radtke, Paulo V. W., Oliveira, Luiz S., Sabourin, Robert and Wong, Tony.” |
«Integration of contextual information in handwriting recognition systems»Grandidier, Frédéric, Sabourin, Robert and Suen, Ching Y..” |
«An off-line signature verification method based on SVM classifier and graphometric features»Justino, Edson J.R., Bortolozzi, Flavio and Sabourin, Robert.” |
«A autenticação de manuscritos aplicada à análise forense de documentos»Justino, Edson J. R., Bortolozzi, Flavio and Sabourin, Robert.” |
«Feature selection for ensembles : a hierarchical multi-objective genetic algorithm approach»Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, F. and Suen, Ching Y..” |
«Unsupervised feature selection using multi-objective genetic algorithms for handwritten word recognition»Morita, Marisa, Sabourin, Robert, Bortolozzi, F. and Suen, Ching Y..” |
«A recognition and verification strategy for handwritten word recognition»Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Evaluating the conventional and class-modular architectures feedforward neural network for handwritten word recognition»Kapp, Marcello N., Freitas, Cinthia O. A., Nievola, Jûlio Cesar and Sabourin, Robert.” |
«HMM-MLP hybrid system to recognize handwritten dates»Morita, Marisa, Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«On the performance of wavelets for handwritten numerals recognition»Correia, Suzete E. N., De Carvalho, Joao M. and Sabourin, Robert.” |
«A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models»Koerich, Alessandro L., Leydier, Yann, Sabourin, Robert and Suen, Ching Y..” |
«Système hybride de reconnaissance de mots manuscrits sur un grand vocabulaire utilisant des réseaux neuronaux et des modèles de Markov cachés»Koerich, A. L., Leydier, Yann, Sabourin, Robert and Suen, Ching Y..” |
«Feature selection using multi-objective genetic algorithms for handwritten digit recognition»Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Human-perception handwritten character recognition using wavelets»Correia, Suzete E. N., De Carvalho, Joao M. and Sabourin, Robert.” |
«Causality assignment using multi-objective evolutionary algorithms»Bigras, Pascal, Wong, Tony and Sabourin, Robert.” |
«Evaluating NN and HMM classifiers for handwritten word recognition»de Oliveira, José J. Jr., de Carvalho, Joao M., de A. Freitas, Cinthia O. and Sabourin, Robert.” |
«Fast two-level Viterbi search algorithm for unconstrained handwriting recognition»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«The interpersonal and intrapersonal variability influences on off-line signature verification using HMM»Justino, Edson J. R., Bortolozzi, Flavio and Sabourin, Robert.” |
«A string length predictor to control the level building of HMMs for handwritten numeral recognition»Britto Jr, Alceu De S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Segmentation and recognition of handwritten dates»Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Feature sets evaluation for handwritten word recognition»de Oliveira, José J. Jr., de Carvalho, Joao M., de A Freitas, C. O. and Sabourin, Robert.” |
«Handwritten isolated word recognition: an approach based on Mutual Information for feature set validation»Freitas, C. O. A., Bortolozzi, Flavio and Sabourin, Robert.” |
«A modular system to recognize numerical amounts on Brazilian bank cheques»Oliveira, L. S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«An a priori indicator of the discrimination power of discrete hidden Markov models»Grandidier, Frédéric, Sabourin, Robert, Gilloux, M and Suen, C. Y..” |
«A two-stage HMM-based system for recognizing handwritten numeral strings»Britto, A., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Feature subset selection using genetic algorithms for handwritten digit recognition»Oliveira, L. S., Benamed, N., Sabourin, R., Bortolozzi, F. and Suen, C. Y..” |
«A time-length constrained level building algorithm for large vocabulary handwritten word recognition»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«High-level verification of handwritten numeral strings»Oliveira, L. S., Sabourin, R., Bortolozzi, F. and Suen, C. Y..” |
«A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«Off-line signature verification using HMM for random, simple and skilled forgeries»Justino, E. J. R., Bortolozzi, Flavio and Sabourin, Robert.” |
«An enhanced HMM topology in an LBA framework for the recognition of handwritten numeral strings»Britto, A. S., Sabourin, R., Lethelier, E., Bortolozzi, F. and Suen, C. Y..” |
«Handwritten month word recognition on Brazilian bank cheques»Morita, Marisa, El Yacoubi, A., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y..” |
«Using paraconsistent logic in automatic signature verification»Enembreck, F., Avila, R. C. and Sabourin, R..”In Argentine Symposium on Artificial Intelligence ASAI 2000 (Tandil, Argentina, Sept.4-8, 2000)p. 87-99. 2000. |
«A syntax directed level building algorithm for large vocabulary handwritten word recognition»Koerich, A. L., Sabourin, R., Suen, C. Y. and El-Yacoubi, A..” |
«An off-line signature verification system using hidden Markov model and cross-validation»Justino, Edson J. R., El Yacoubi, Abdenaim, Bortolozzi, Flavio and Sabourin, Robert.” |
«Recognition of handwritten dates on bank checks using an HMM approach»Morita, Maria Emika, Lethelier, Edouard, El Yacoubi, Abdenaim, Bortolozzi, Flavio and Sabourin, Robert.” |
«Handwritten digits segmentation based on structural approach»Oliveira, Luiz E. Soares de, Lethelier, Edouard, Bortolozzi, Flavio and Sabourin, Robert.” |
«An off-line signature verification system using the HMM and graphometric features»Justino, E., El-Yacoubi, A., Bortolozzi, F. and Sabourin, R..” |
«Morphological pseudo convex hull to correct handwriting baseline skew»Rocha, Anderson, Facon, Jacques, Bortolozzi, Flavio and Sabourin, Robert.” |
«An HMM-based approach for date recognition»Morita, M. E., Lethelier, E., El Yacoubi, A., Bortolozzi, F. and Sabourin, R..” |
«Reconhecimento de palavras manuscritas referente ao mês do campo da data de cheques bancarios brasileirs baseado nos HMMs»Morita, M. E., Lethelier, E., El Yacoubi, A., Bortolozzi, F. and Sabourin, R..” |
«Improvement in handwritten numeral string recognition by slant normalization and contextual information»De S. Britto Jr., A., Sabourin, R., Lethelier, E., Bortolozzi, F. and Suen, C. Y..” |
«A new approach to segment handwritten digits»Oliveira, L.S., Lethelier, E., Bortolozzi, F. and Sabourin, S..” |
«A new segmentation approach for handwritten digits»Oliveira, Luiz E. Soares de, Lethelier, Edouard, Bortolozzi, Flavio and Sabourin, Robert.” |
«Off-line signature verification using HMMs and cross-validation»El Yacoubi, A., Justino, E. J. R., Sabourin, R. and Bortolozzi, F..” |
«Um sistema de verificaçao de assinaturas offlinie usando modelos escondidos de Markov (HMM)»Justino, E., El-Yacoubi, A., Bortolozzi, F. and Sabourin, R..” |
«Segmentation de caractères manuscrits basée sur une approche structurelle»Oliveira, L. S., Lethelier, E., Bortolozzi, F. and Sabourin, R..” |
«Isolated word recognition in brazilian bank check legal amounts»Freitas, C. O. de A., El Yacoubi, A., Botolozzi, F. and Sabourin, R..” |
«Recognition of isolated words from brazilian handwritten legal amount»Freitas, C. O. de A., El Yacoubi, A., Bortolozzi, F. and Sabourin, R..” |
«A new strategy for improving feature sets in a discrete HMM-based handwriting recognition system»Grandidier, F., Sabourin, R., Suen, C. Y. and Gilloux, M..” |
«Une nouvelle stratégie pour l\’amélioration des jeux de primitives d\’un système de reconnaissance de l\’écriture»Grandidier, F., Sabourin, R., Suen, C. Y. and Gilloux, M..” |
«Contribuçao da normalizaçao de slant et do uso da informaçao de contexto no reconhecimento de cadeias numéricas manuscritas»Britto, A., Sabourin, R., Lethelier, E., Bortolozzi, F. and Suen, C. Y..” |
«Brazilian bank check handwritten legal amount recognition»de Almendra Freitas, C. O., El Yacoubi, A., Bortolozzi, F. and Sabourin, R..” |
«Bases de dados de cheques bancarios brasileiros»Freitas, Cinthia O. de A., Morita, Marisa, Soares de Oliveira, Luiz E., Justino, Edson, El Yacoubi, Abdenaim, Lethelier, Edouard, Bortolozzi, Flavio and Sabourin, Robert.” |
«Extraçao e codificaçao das estruturas lògica e fisica a partir de imagens de cheques bancàrios brasileiros»de Olivera, L. E., Bortolozzi, F. and Sabourin, Robert.” |
«Influence of word length on handwriting recognition»Grandidier, F., Sabourin, R., El-Yacoubi, A., Gilloux, M. and Suen, C. Y..” |
«Mathematical morphology and weighted least squares to correct handwriting baseline skew»Morita, Marisa E., Facon, Jacques, Bortolozzi, Flavio, Garnés, Sylvio J. A. and Sabourin, Robert.” |
«Decision tree-based paraconsistent learning»Enembreck, Fabricio, Avila, Braulio Coelho and Sabourin, Robert.” |
«Estado da arte dos métodos de normalizaçao de palavras manuscritas em sistemas de reconhecimento»Morita, M. E., Garnes, S.J. A., Facon, J., Bortolozzi, F. and Sabourin, R..” |
«Slant normalization of handwritten numeral strings»A., de S. Britto Jr., Sabourin, R., Lethelier, E., Bortolozzi, F. and Suen, C. Y..” |
«Correcting handwriting baseline skew using direct methods on the weighted least squares»Garnes, S. J. A., Morita, M. E., Facon, J., Sampaio, R., Bortolozzi, F. and Sabourin, R..” |
«Vérification de signatures manuscrites par modèles déformables»Nouboud, F., Couillard, P. and Sabourin, R..” |
«Amélioration de la modélisation Markovienne dans un système de reconnaissance de mots manuscrits»El Yacoubi, A., Sabourin, R., Suen, C. Y. and Gilloux, M..” |
«Abordagem morfológica conrreção da inclinação da linha de base da escrita»Morita, M., Bortolozzi, F., Sabourin, R. and Facon, J..” |
«Bases de dados de cheques bancarios brasileiros»Freitas, C., Bortolozzi, F., Sabourin, R. and Facon, J..” |
«MULTICHECK: une architecture d\’agents cognitifs indépendants pour le traitement automatique des chèques bancaires brésiliens»Scalabrin, E., Bortolozzi, F., Kaestner, C. and Sabourin, R..” |
«Reconhecimento do extenso manuscrito em cheques bancàrios brasileiros»Freitas, C., Bortolozzi, F. and Sabourin, R..” |
«Multipost: Uma arquitetura de agentes cognitivos independientes para a triagem de correspondências brasileiras»Scalabrin, E., Bortolozzi, F., Kaestner, C., Lethelier, E. and Sabourin, R..” |
«Approche morphologique de correction de l\’inclinaison des mots dans l\’écriture manuscrite»Morita, M. E., Facon, J., Sabourin, R. and Bortolozzi, F..” |
«Écriture et signature: même comportement face à la reconnaissance?»Boulétreau, V., Vincent, N., Sabourin, R. and Emptoz, H..” |
«Uma arquitetura multinivel para um sistema de reconhecimento de assinaturas usando modelos escondidos de Markov»Justino, E., Bortolozzi, F. and Sabourin, R..” |
«Os sistemas de reconhecimento de assinaturas sob a otica da grafologia»Justino, E., Bortolozzi, F. and Sabourin, R..” |
«Extraçao e codificaçao da estrutura lògica a partir de imagens de cheques bancàrios brasileiros»de Oliveira, L. S., Bortolozzi, F. and Sabourin, R..” |
«Morphological approach of handwritten word skew correction»Morita, Marisa E., Bortolozzi, Flavio, Facon, Jacques and Sabourin, Robert.” |
«Segmentation of arabic cursive script»Motawe, Deya, Amin, Adnan and Sabourin, Robert.” |
«Synthetic parameters for handwriting classification»Bouletreau, V., Vincent, N., Sabourin, R. and Emptoz, H..” |
«Une approche perceptuelle pour la définition d\’une représentation adaptée au problème de la vérification hors-ligne des signatures manuscrites»Sabourin, Robert.” |
«Off-line signature verification : recent advances and perspectives»Sabourin, Robert.” |
«Shape matrices as a mixed shape factor for off-line signature verification»Sabourin, Robert, Drouhard, J. P. and Wah, Etienne Sum.” |
«Objective evaluation of the discriminant power of features in a HMM-based word recognition system»El Yacoubi, A., Gilloux, M., Sabourin, R. and Suen, C. Y..” |
«Binary image compression using identity mapping backpropagation neural network»Murshed, N.abel A., Bortolozzi, Flavio and Sabourin, Robert.” |
«A fuzzy perception for off-line handwritten signature verification»Simon, C., Levrat, E., Bremont, J. and Sabourin, R..” |
«Fractals and neurological methods in handwriting analysis»Vincent, N., Bouletreau, V., Faure, P., Emptoz, H. and Sabourin, R..” |
«Generation of signatures by deformations»de Oliveira, Claudio, Kaestner, Celso A., Bortolozzi, Flavio and Sabourin, Robert.” |
«A simple methodology to bank cheque segmentation»Santos, J. E., Bortolozzi, F. and Sabourin, R..” |
«Codage d\’images de signatures manuscrites pour la vérification hors-ligne»Simon, C., Querelle, R., Levrat, E., Brémont, J. and Sabourin, R..” |
«Pattern spectrum as a local shape factor for off-line signature verification»Sabourin, Robert, Genest, Ginette and Prêteux, Françoise.” |
«Codage d\’images de signatures manuscrites pour la vérification hors-ligne»Simon, C., Levrat, E., Brémont, J. and Sabourin, Robert.” |
«A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach»Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert.” |
«Classification of cancerous cells based on the one-class problem approach»Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert.” |
«The use of neural networks for classification of cancerous cells based on one-class problem approach»Murshed, N.A., Bortolozzi, F. and Sabourin, Robert.” |
«A comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF»Drouhard, Jean-pierre, Sabourin, Robert and Godbout, Mario.” |
«Off-line signature verification, without a priori knowledge of class ω2. A new approach»Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert.” |
«Off-line signature verification without requiring random forgeries for training»Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert.” |
«An Extended-Shadow-Code based approach for off-line signature verification: Part II- evaluation of several multi-classifier combination strategies»Sabourin, Robert and Genest, Ginette.” |
«Off-line signature verification using fuzzy ARTMAP neural network»Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert.” |
«An extended-shadow-code based approach for off-line signature verification. I. Evaluation of the bar mask definition»Sabourin, Robert and Genest, Ginette.” |
«Evaluation of a training method and of various rejection criteria for a neural network classifier used for off-line signature verification»Drouhard, Jean-Pierre, Sabourin, Robert and Godbout, Mario.” |
«A multi-resolution based approach for handwriting segmentation in gray-scale images»Cheriet, Mohamed, Thibault, R. and Sabourin, Robert.” |
«Segmentation visuelle des caractères manuscrits»Cheriet, M., Thibault, R. and Sabourin, R..” |
«Coopération de classificateurs pour la vérification automatique des signatures»Sabourin, R. and Genest, G..” |
«Digital radiography detection of scoliotic vertebral pedicles using morphological segmentation»Ross, Y., Potvin, J., Bleau, A., Sabourin, R. and de Guise, J. A..” |
«Computer assisted detection of scoliotic vertebral pedicles using morphological segmentation»Ross, Y., de Guise, J. A., Bleau, A., Dansereau, J. and Sabourin, R..” |
«A radiographic knowledge based system for the localization of scoliotic vertebral anatomical landmarks»de Guise, Jacques A., Potvin, J., Sabourin, Robert and Dansereau, Jean.” |
«An extended-shadow-code based approach for off-line signature verification»Sabourin, Robert, Cheriet, Mohamed and Genest, Christian.” |
«Vérification automatique des signatures manuscrites par classification floue»Simon, Christophe, Levrat, Eric, Sabourin, Robert and Bombardier, Vincent.” |
«Choix d\’un facteur de forme basé sur l\’utilisation des matrices d\’échantillonage polaire (MEP)»Sabourin, Robert.” |
«Évaluation d\’un classificateur de type LVQ de Kohonen pour la vérification automatique de l\’identité»Sabourin, Robert.” |
«A stereocorrespondance method for the 3D reconstruction of the scoliotic spine and rib cage»de Guise, Jacques A., Sabourin, Robert and Lalonde, J.L..” |
«Automatic handwritten signature verification using directional PDF and neural networks: a feasibility study»Sabourin, Robert, Drouhard, Jean-Pierre, Gagné, L. and Paquet, N..” |
«Off-line signature verification using directional PDF and neural networks»Sabourin, Robert and Drouhard, Jean-Pierre.” |
«Development of a stereoradiographic correspondence method for the 3D reconstruction of the scoliotic spine and rib cage»de Guise, Jacques, Sabourin, Robert, Lalonde, J.-L. and Dansereau, J..” |
«Mise au point d\’un utilitaire graphique interactif pour la définition et la validation des relations spatiales entre primitives géométriques»Lalonde, J.-L., de Guise, Jacques and Sabourin, Robert.” |
«Observability and similarity in spatial relations in the structural interpretation of handwritten signature images»Sabourin, R. and Plamondon, R..” |
«Steps toward efficient processing of handwritten signature images»Sabourin, Robert and Plamondon, Réjean.” |
«Progress in the field of automatic handwritten signature verifications systems using gray level image»Sabourin, R. and Plamondon, R..” |
«Off-Line identification with handwritten signature images : survey and perspectives»Sabourin, R., Plamondon, R. and Lorette, G..” |
«Segmentation of handwritten signature images using the statistics of directional data»Sabourin, Robert and Plamondon, Réjean.” |
«On the implementation of some graphometric techniques for interactive signature verification : a feasability study»Sabourin, R. and Plamondon, R..” |
«Preprocessing of handwritten signatures from image gradient analysis»Sabourin, Robert and Plamondon, Réjean.” |
«A Novel Random Forest Dissimilarity Measure for Multi-View Learning»Cao, Hongliu and Bernard, Simon and Sabourin, Robert and Heutte, Laurent” arXiv 2020. |
«Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control»Souza, Victor L.F. and Oliveira, Adriano L.I. and Cruz, Rafael M.O. and Sabourin, Robert” arXiv 2020. |
«Dynamic fusion of human and machine decisions for efficient cost-sensitive biometric authentication»Coetzer, Johannes and Swanepoel, Jacques and Sabourin, Robert” 2020 International SAUPEC/RobMech/PRASA Conference, SAUPEC/RobMech/PRASA 2020 2020. |
«A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification»Souza, Victor L.F. and Oliveira, Adriano L.I. and Cruz, Rafael M.O. and Sabourin, Robert” arXiv 2020. |
«Multi-label learning for dynamic model type recommendation»Souza, Mariana A. and Sabourin, Robert and Cavalcanti, George D.C. and Cruz, Rafael M.O.” arXiv 2020. |
«An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings»Hochuli, Andre G. and Britto, Alceu S. and Barddal, Jean P. and Sabourin, Robert and Oliveira, Luiz E.S.” Proceedings of the International Joint Conference on Neural Networks 2020. |
«Meta-learning for fast classifier adaptation to new users of signature verification systems»Hafemann, Luiz G. and Sabourin, Robert and Oliveira, Luiz S.” arXiv 2019. |
«On evaluating the online local pool generation method for imbalance learning»Souza, Mariana A. and Cavalcanti, George D.C. and Cruz, Rafael M.O. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2019. |
«A decision-based dynamic ensemble selection method for concept drift»Saraiva Albuquerque, Régis Antônio and Josuá Costa, Albert França and dos Santos, Eulanda Miranda and Sabourin, Robert and Giusti, Rafael” arXiv 2019. |
«A decision-based dynamic ensemble selection method for concept drift»Saraiva Albuquerque, Régis Antônio and Josuá Costa, Albert França and dos Santos, Eulanda Miranda and Sabourin, Robert and Giusti, Rafael” arXiv 2019. |
«Characterizing and evaluating adversarial examples for offline handwritten signature verification»Hafemann, Luiz G. and Sabourin, Robert and Oliveira, Luiz S.” arXiv 2019. |
«On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification»Souza, Victor L.F. and Oliveira, Adriano L.I. and Cruz, Rafael M.O. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2019. |
«Analyzing different prototype selection techniques for dynamic classifier and ensemble selection»Cruz, Rafael M.O. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«An ensemble generation method based on instance hardness»Walmsley, Felipe N. and Cavalcanti, George D.C. and Oliveira, Dayvid V.R. and Cruz, Rafael M.O. and Sabourin, Robert” arXiv 2018. |
«On meta-learning for dynamic ensemble selection»Cruz, Rafael M.O. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«META-DES.H: A dynamic ensemble selection technique using meta-learning and a dynamic weighting approach»Cruz, Rafael M.O. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«Analyzing different prototype selection techniques for dynamic classifier and ensemble selection»Cruz, Rafael M.O. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection»Cruz, Rafael M.O. and Oliveiraa, Dayvid V.R. and Cavalcanti, George D.C. and Sabourin, Robert” arXiv 2018. |
«Dynamic ensemble selection by k-nearest local oracles with discrimination index»Pereira, Marcelo and Britto, Alceu and Oliveira, Luiz and Sabourin, Robert” Proceedings – International Conference on Tools with Artificial Intelligence, ICTAI 2018. |
«Online local pool generation for dynamic classifier selection: An extended version»Souza, Mariana A. and Cavalcanti, George D.C. and Cruz, Rafael M.O. and Sabourin, Robert” arXiv 2018. |
«Segmentation-free approaches for handwritten numeral string recognition»Hochuli, Andre G. and Oliveira, Luiz S. and Britto, Alceu de Souza and Sabourin, Robert” arXiv 2018. |
«Dissimilarity-based representation for radiomics applications»Cao, Hongliu and Bernard, Simon and Heutte, Laurent and Sabourin, Robert” arXiv 2018. |
«Offline handwritten signature verification – Literature review»Hafemann, Luiz G. and Sabourin, Robert and Oliveira, Luiz S.” Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications, IPTA 2017 2018. |
«DESlib: A Dynamic ensemble selection library in Python»Cruz, Rafael M.O. and Hafemann, Luiz G. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«A writer-independent approach for offline signature verification using deep convolutional neural networks features»Souza, Victor L.F. and Oliveira, Adriano L.I. and Sabourin, Robert” arXiv 2018. |
«On dynamic ensemble selection and data preprocessing for multi-class imbalance learning»Cruz, Rafael M.O. and Souza, Mariana A. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images»Cao, Hongliu and Bernard, Simon and Heutte, Laurent and Sabourin, Robert” arXiv 2018. |
«Dynamic ensemble selection VS K-NN: Why and when Dynamic Selection obtains higher classification performance?»Cruz, Rafael M.O. and Zakane, Hiba H. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«Fusion of classifiers based on centrality measures»Silva, Ronan Assumpcao and Britto, Alceu S. and Enembreck, Fabricio and Sabourin, Robert and Oliveira, Luis S.” Proceedings – International Conference on Tools with Artificial Intelligence, ICTAI 2018. |
«Online local pool generation for dynamic classifier selection: An extended version»Souza, Mariana A. and Cavalcanti, George D.C. and Cruz, Rafael M.O. and Sabourin, Robert” arXiv 2018. |
«Deep learning architectures for face recognition in video surveillance»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Parchami, Mostafa” arXiv 2018. |
«Forest species recognition based on ensembles of classifiers»Martins, Jefferson and Oliveira, Luiz S. and Sabourin, Robert and Britto, Alceu S.” Proceedings – International Conference on Tools with Artificial Intelligence, ICTAI 2018. |
«META-DES: A dynamic ensemble selection framework using meta-learning»Cruz, Rafael M.O. and Sabourin, Robert and Cavalcanti, George D.C. and Ren, Tsang Ing” arXiv 2018. |
«FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection»Cruz, Rafael M.O. and Oliveiraa, Dayvid V.R. and Cavalcanti, George D.C. and Sabourin, Robert” arXiv 2018. |
«Dynamic voting in multi-view learning for radiomics applications»Cao, Hongliu and Bernard, Simon and Heutte, Laurent and Sabourin, Robert” arXiv 2018. |
«Fixed-sized representation learning from Offline Handwritten Signatures of different sizes»Hafemann, Luiz G. and Oliveira, Luiz S. and Sabourin, Robert” arXiv 2018. |
«K-nearest oracles borderline dynamic classifier ensemble selection»Oliveira, Dayvid V.R. and Cavalcanti, George D.C. and Porpino, Thyago N. and Cruz, Rafael M.O. and Sabourin, Robert” arXiv 2018. |
«On dynamic ensemble selection and data preprocessing for multi-class imbalance learning»Cruz, Rafael M.O. and Souza, Mariana A. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection»Cruz, Rafael M.O. and Sabourin, Robert and Cavalcanti, George D.C.” arXiv 2018. |
«Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses»Rony, Jérôme and Hafemann, Luiz G. and Oliveira, Luiz S. and Ayed, Ismail Ben and Sabourin, Robert and Granger, Eric” arXiv 2018. |
«Automatic Temperature Setpoint Tuning of a Thermoforming Machine using Fuzzy Terminal Iterative Learning Control»Beauchemin-Turcotte, Mathieu and Gauthier, Guy and Sabourin, Robert” arXiv 2017. |
«Offline handwritten signature verification—Literature review»Hafemann, L G and Sabourin, R and …” łdots Conference on Image łdots 2017. |
«Learning features for offline handwritten signature verification using deep convolutional neural networks»Hafemann, Luiz G. and Sabourin, Robert and Oliveira, Luiz S.” arXiv 2017. |
«On the characterization of the Oracle for dynamic classifier selection»Souza, Mariana A. and Cavalcanti, George D.C. and Cruz, Rafael M.O. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2017. |
«Dynamic selection of exemplar-svms forwatch-list screening through domain adaptation»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Bilodeau, Guillaume Alexandre” ICPRAM 2017 – Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods 2017. |
«Bayesian optimization for conditional hyperparameter spaces»Levesque, Julien Charles and Durand, Audrey and Gagne, Christian and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2017. |
«A two-step cascade classification method»Silva, Eunelson J. and Britto, Alceu S. and Oliveira, Luiz S. and Enembreck, Fabricio and Sabourin, Robert and Koerich, Alessandro L.” Proceedings of the International Joint Conference on Neural Networks 2017. |
«Learning features for offline handwritten signature verification using deep convolutional neural networks»Hafemann, Luiz G. and Sabourin, Robert and Oliveira, Luiz S.” arXiv 2017. |
«Handling concept drifts using dynamic selection of classifiers»De Almeida, Paulo R.Lisboa and Oliveira, Luiz S. and De Souza Britto, Alceu and Sabourin, Robert” Proceedings – 2016 IEEE 28th International Conference on Tools with Artificial Intelligence, ICTAI 2016 2017. |
«Analyzing features learned for Offline Signature Verification using Deep CNNs»Hafemann, Luiz G. and Sabourin, Robert and Oliveira, Luiz S.” Proceedings – International Conference on Pattern Recognition 2016. |
«Meta-regression based pool size prediction scheme for dynamic selection of classifiers»Roy, Anandarup and Cruz, Rafael M.O. and Sabourin, Robert and Cavalcanti, George D.C.” Proceedings – International Conference on Pattern Recognition 2016. |
«ROC-based cost-sensitive classification with a reject option»Dubos, Clement and Bernard, Simon and Adam, Sebastien and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2016. |
«Bayesian hyperparameter optimization for ensemble learning»Lévesque, Julien Charles and Gagné, Christian and Sabourin, Robert” 32nd Conference on Uncertainty in Artificial Intelligence 2016, UAI 2016 2016. |
«Approaching the intra-class variability in multi-script static signature evaluation»Diaz, Moises and Ferrer, Miguel A. and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2016. |
«Contribution of data complexity features on dynamic classifier selection»Brun, Andre L. and Britto, Alceu S. and Oliveira, Luiz S. and Enembreck, Fabricio and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2016. |
«Multi-script writer identification using dissimilarity»Bertolini, Diego and Oliveira, Luiz S. and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2016. |
«Transducer state prediction system for smart environment intelligent control»De Freitas, Marcelo Bassani and Cavalcanti, George D.C. and Sabourin, Robert” Proceedings – 2015 Brazilian Conference on Intelligent Systems, BRACIS 2015 2016. |
«Ensembles of exemplar-SVMs for video face recognition from a single sample per person»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Bilodeau, Guillaume Alexandre” AVSS 2015 – 12th IEEE International Conference on Advanced Video and Signal Based Surveillance 2015. |
«Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection»Vriesmann, Leila M. and Britto, Alceu S. and Oliveira, Luiz S. and Koerich, Alessandro L. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2015. |
«Transfer learning between texture classification tasks using Convolutional Neural Networks»Hafemann, Luiz G. and Oliveira, Luiz S. and Cavalin, Paulo R. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2015. |
«Adaptive skew-sensitive fusion of ensembles and their application to face re-identification»De-La-Torre, Miguel and Granger, Eric and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2015. |
«Adaptive classification for person re-identification driven by change detection»Pagano, C. and Granger, E. and Sabourin, R. and Marcialis, G. L. and Roli, F.” ICPRAM 2015 – 4th International Conference on Pattern Recognition Applications and Methods, Proceedings 2015. |
«Assessing textural features for writer identification on different writing styles and forgeries»Bertolini, Diego and Oliveira, Luiz S. and Justino, Edson and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2014. |
«Self-updating with facial trajectories for video-to-video face recognition»De-La-Torre, Miguel and Granger, Eric and Radtke, Paulo and Sabourin, Robert and Gorodnichy, Dmitry O.” Proceedings – International Conference on Pattern Recognition 2014. |
«Design of Fuzzy Terminal Iterative Learning Control based on internal model control»Beauchemin-Turcotte, Mathieu and Gauthier, Guy and Sabourin, Robert” 2014 22nd Mediterranean Conference on Control and Automation, MED 2014 2014. |
«Watch-list screening using ensembles based on multiple face representations»Bashbaghi, Saman and Granger, Eric and Sabourin, Robert and Bilodeau, Guillaume Alexandre” Proceedings – International Conference on Pattern Recognition 2014. |
«Improving Signature-Based Biometric Cryptosystems Using Cascaded Signature Verification-Fuzzy Vault (SV-FV) Approach»Eskander, George S. and Sabourin, Robert and Granger, Eric” Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR 2014. |
«Evolving classifier ensembles using dynamic multi-objective swarm intelligence»Connolly, Jean François and Granger, Eric and Sabourin, Robert” ICPRAM 2013 – Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods 2013. |
«Recognition of blowing sound types for real-time implementation in mobile devices»Carbonneau, Marc Andre and Gagnon, Ghyslain and Sabourin, Robert and Dubois, Jean” 2013 IEEE 11th International New Circuits and Systems Conference, NEWCAS 2013 2013. |
«Detecting bearing defects under high noise levels: A classifier fusion approach»Batista, Luana and Badri, Bechir and Sabourin, Robert and Thomas, Marc” IECON Proceedings (Industrial Electronics Conference) 2012. |
«Incremental update of biometric models in face-based video surveillance»De-La-Torre, Miguel and Granger, Eric and Radtke, Paulo V.W. and Sabourin, Robert and Gorodnichy, Dmitry O.” Proceedings of the International Joint Conference on Neural Networks 2012. |
«Adaptive selection of ensembles for imbalanced class distributions»Radtke, Paulo V.W. and Granger, Eric and Sabourin, Robert and Gorodnichy, Dmitry” Proceedings – International Conference on Pattern Recognition 2012. |
«Detector ensembles for face recognition in video surveillance»Pagano, Christophe and Granger, Eric and Sabourin, Robert and Gorodnichy, Dmitry O.” Proceedings of the International Joint Conference on Neural Networks 2012. |
«Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space»Lévesque, Julien Charles and Durand, Audrey and Gagné, Christian and Sabourin, Robert” GECCO’12 – Proceedings of the 14th International Conference on Genetic and Evolutionary Computation 2012. |
«Combining textural descriptors for forest species recognition»Martins, J. G. and Oliveira, L. S. and Sabourin, R.” IECON Proceedings (Industrial Electronics Conference) 2012. |
«Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems»Vellasques, Eduardo and Sabourin, Robert and Granger, Eric” GECCO’12 – Proceedings of the 14th International Conference on Genetic and Evolutionary Computation 2012. |
«On the correlation between genotype and classifier diversity»Connolly, Jean Francois and Granger, Eric and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2012. |
«Watermarking stack of grayscale face images as dynamic multi-objective optimization problem»Rabil, Bassem S. and Sabourin, Robert and Granger, Eric” Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry – 6th International Conference, MDA 2011, Proceedings 2011. |
«Forest species recognition using color-based features»Paula Filho, P. L. and Oliveira, L. S. and Britto, A. S. and Sabourin, R.” Proceedings – International Conference on Pattern Recognition 2010. |
«Applying dissimilarity representation to off-line signature verification»Batista, Luana and Granger, Eric and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2010. |
«Using additional neighborhood information in a dynamic ensemble selection method: improving the KNORA approach»Vriesmann, Leils Maria and Britto, Alceu S. and Soares Oliveira, Luiz Eduardo and Sabourin, Robert” 17th International Conference on Systems, Signals and Image Processing Using 2010. |
«Intelligent watermarking with multi-objective Population Based Incremental Learning»Rabil, Bassem S. and Sabourin, Robert and Granger, Eric” Proceedings – 2010 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2010 2010. |
«Adaptive incremental learning with an ensemble of support vector machines»Kapp, Marcelo N. and Sabourin, Robert and Maupin, Patrick” Proceedings – International Conference on Pattern Recognition 2010. |
«Intelligent watermarking of document images as a dynamic optimization problem»Vellasques, Eduardo and Sabourin, Robert and Granger, Eric” Proceedings – 2010 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2010 2010. |
«Boolean combination of classifiers in the ROC space»Khreich, Wael and Granger, Eric and Miri, Ali and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2010. |
«A PSO-based framework for dynamic SVM model selection»Kapp, Marcelo N. and Sabourin, Robert and Maupin, Patrick” Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009 2009. |
«A multi-hypothesis approach for off-line signature verification with HMMs»Batista, Luana and Granger, Eric and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2009. |
«Document reconstruction using dynamic programming»Pimenta, Andre and Justino, Edson and Oliveira, Luiz S. and Sabourin, Robert” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2009. |
«Evaluation of different strategies to optimize an HMM-based character recognition system»Santos, Murilo and Ko, Albert and Oliveira, Luis S. and Sabourin, Robert and Koerich, Alessandro L. and Britto, Alceu S.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2009. |
«A new HMM training and testing scheme»Ko, Albert Hung Ren and Sabourin, Robert and De Souza Britto, Alceu” Proceedings – International Conference on Pattern Recognition 2008. |
«Overfitting in the selection of classifier ensembles: A comparative study between PSO and GA»Dos Santos, Eulanda M. and Sabourin, Robert and Oliveira, Luiz S. and Maupin, Patrick” GECCO’08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008 2008. |
«Evaluation of Incremental Learning Algorithms for An \HMM\-Based Handwritten Isolated Digits Recognizer»Cavalin, P R and Sabourin, R and Suen, C Y and Jr, A S Britto” Proceedings of the 11th International Conference on Frontiers in Handwriting Recognition (ICFHR 2008) 2008. |
«Pareto analysis for the selection of classifier ensembles»Dos Santos, Eulanda M. and Sabourin, Robert and Maupin, Patrick” GECCO’08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008 2008. |
«Fusion of Biometric Systems using One-Class Classification»Bergamini, Cheila and Oliveira, Luiz S. and Koerich, Alessandro L. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2008. |
«A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning»Granger, Eric and Connolly, Jean François and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2008. |
«The implication of data diversity for a classifier-free ensemble selection in random subspaces»Ko, Albert Hung Ren and Sabourin, Robert and De Oliveira, Luiz E.Soares and De Souza Britto, Alceu” Proceedings – International Conference on Pattern Recognition 2008. |
«Distance-based disagreement classifiers combination»Freitas, Cinthia O.A. and Carvalho, João M. and Oliveira, José J. and Aires, Simone B.K. and Sabourin, Robert” IEEE International Conference on Neural Networks – Conference Proceedings 2007. |
«An empirical study on diversity measures and margin theory for ensembles of classifiers»Kapp, Marcelo N. and Sabourin, Robert and Maupin, Patrick” FUSION 2007 – 2007 10th International Conference on Information Fusion 2007. |
«K-nearest oracle for dynamic ensemble selection»Ko, Albert Hung Ren and Sabourin, Robert and Britto, Alceu De Souza” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2007. |
«Annealing based approach to optimize classification systems»Radtke, Paulo V.W. and Sabourin, Robert and Wong, Tony” IEEE International Conference on Neural Networks – Conference Proceedings 2007. |
«Ambiguity-guided dynamic selection of ensemble of classifiers»Dos Santos, Eulanda M. and Sabourin, Robert and Maupin, Patrick” FUSION 2007 – 2007 10th International Conference on Information Fusion 2007. |
«A human-centric off-line signature verification system»Coetzer, H and Sabourin, R” Ninth International Conference on łdots 2007. |
«Combining diversity and classification accuracy for ensemble selection in random subspaces»Ko, Albert Hung Ren and Sabourin, Robert and De Souza Britto, Alceu” IEEE International Conference on Neural Networks – Conference Proceedings 2006. |
«Evolving ensemble of classifiers in random subspace»Ko, Albert Hung Ren and Sabourin, Robert and De Souza Britto, Alceu” GECCO 2006 – Genetic and Evolutionary Computation Conference 2006. |
«Single and multi-objective genetic algorithms for the selection of ensemble of classifiers»Dos Santos, Eulanda M. and Sabourin, Robert and Maupin, Patrick” IEEE International Conference on Neural Networks – Conference Proceedings 2006. |
«An evaluation of over-fit control strategies for multi-objective evolutionary optimization»Radtke, Paulo V.W. and Wong, Tony and Sabourin, Robert” IEEE International Conference on Neural Networks – Conference Proceedings 2006. |
«A new objective function for ensemble selection in random subspaces»Ko, Albert Hung Ren and Sabourin, Robert and De Souza Britto, Alceu” Proceedings – International Conference on Pattern Recognition 2006. |
«Particle swarm optimization of fuzzy ARTMAP parameters»Granger, Eric and Henniges, Philippe and Oliveira, Luiz S. and Sabourin, Robert” IEEE International Conference on Neural Networks – Conference Proceedings 2006. |
«An evaluation of over-fit control strategies for multi-objective evolutionary optimization»Radtke, Paulo V.W. and Wong, Tony and Sabourin, Robert” IEEE International Conference on Neural Networks – Conference Proceedings 2006. |
«Improving cascading classifiers with particle swarm optimization»Oliveira, Luiz S. and Britto, Alceu S. and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2005. |
«Intelligent feature extraction for ensemble of classifiers»Radtke, Paulo V.W. and Sabourin, Robert and Wong, Tony” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2005. |
«Optimizing class-related thresholds with Particle Swarm Optimization»Oliveira, Luiz S. and Britto, Alceu S. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2005. |
«Perceptual Zoning for Handwritten Character Recognition»Aires, Simone B K and Freitas, Cinthia O A and Bortolozzi, Flavio and Sabourin, Robert” Proceedings of the 12th Biennial Conference of the International Graphonomics Society 2005. |
«Estimating accurate multi-class probabilities with support vector machines»Milgram, Jonathan and Cheriet, Mohamed and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2005. |
«A synthetic database to assess segmentation algorithms»Oliveira, Luiz S. and Britto, Alceu S. and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2005. |
«Estimating accurate multi-class probabilities with support vector machines»Milgram, Jonathan and Cheriet, Mohamed and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2005. |
«Factors of overtraining with fuzzy ARTMAP neural networks»Henniges, Philippe and Granger, Eric and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2005. |
«The Graphology Applied to Signature Verification»Oliveira, Luiz S. and Justino, Edson and Freitas, Cinthia and Sabourin, Robert” Proceedings of the 12th Biennial Conference of the International Graphonomics Society 2005. |
«Optimizing nearest neighbour in random subspaces using a multi-objective genetic algorithm»Tremblay, Guillaume and Sabourin, Robert and Maupin, Patrick” Proceedings – International Conference on Pattern Recognition 2004. |
«Evolutionary algorithms for multi-objective optimization in HVAC system control strategy»Nassif, N. and Kajl, S. and Sabourin, R.” Annual Conference of the North American Fuzzy Information Processing Society – NAFIPS 2004. |
«Two-stage classification system combining model-based and discriminative approaches»Milgram, Jonathan and Sabourin, Robert and Cheriet, Mohamed” Proceedings – International Conference on Pattern Recognition 2004. |
«Intelligent zoning design using multi-objective evolutionary algorithms»Radtke, Paulo V.W. and Oliveira, Luiz S. and Sabourin, Robert and Wong, Tony” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«Integration of contextual information in handwriting recognition systems»Grandidier, F. and Sabourin, R. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«A low-cost parallel K-means VQ algorithm using cluster computing»Britto, Alceu De S. and De Souza, Paulo S.L. and Sabourin, Robert and De Souza, Simone R.S. and Borges, Díbio L.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«A low-cost parallel K-means VQ algorithm using cluster computing»Britto, Alceu De S. and De Souza, Paulo S.L. and Sabourin, Robert and De Souza, Simone R.S. and Borges, Díbio L.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«Feature selection for ensembles: A hierarchical multi-objective genetic algorithm approach»Oliveira, L. S. and Sabourin, R. and Bortolozzi, F. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«A recognition and verification strategy for handwritten word recognition»Morita, M. and Sabourin, R. and Bortolozzi, F. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«Unsupervised feature selection using multi-objective genetic algorithms for handwritten word recognition»Morita, M. and Sabourin, R. and Bortolozzi, F. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«A low-cost parallel K-means VQ algorithm using cluster computing»Britto, Alceu De S. and De Souza, Paulo S.L. and Sabourin, Robert and De Souza, Simone R.S. and Borges, Díbio L.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2003. |
«Improved model architecture and training phase in an off-line HMM-based word recognition system»El-Yacoubi, A. and Sabourin, R. and Gilloux, M. and Suen, C.Y.” łdots Conference on Pattern łdots 2002. |
«Feature selection using multi-objective genetic algorithms for handwritten digit recognition»Oliveira, L. S. and Sabourin, R. and Bortolozzi, F. and Suen, C. Y.” Proceedings – International Conference on Pattern Recognition 2002. |
«Handwriting and signature: one or two personality identifiers?»Bouletreau, V. and Vincent, N. and Sabourin, R. and Emptoz, H.” łdots Conference on Pattern łdots 2002. |
«An HMM-MLP hybrid system to recognize handwritten dates»Morita, M. and Oliveira, L. S. and Sabourin, R. and Bortolozzi, F. and Suen, C. Y.” Proceedings of the International Joint Conference on Neural Networks 2002. |
«Causality assignment using multi-objective evolutionary algorithms»Wong, Tony and Bigras, Pascal and Khayati, Karim” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2002. |
«On the performance of wavelets for handwritten numerals recognition»Correia, Suzete E.N. and De Carvalho, João M. and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2002. |
«Fast two-level Viterbi search algorithm for unconstrained handwriting recognition»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2002. |
«A string length predictor to control the level building of HMMs for handwritten numeral recognition»Britto, Alceu De S. and Sabourin, Robert and Bortolozzi, Flavio and Suen, Ching Y.” Proceedings – International Conference on Pattern Recognition 2002. |
«A modular system to recognize numerical amounts on Brazilian Bank cheques»Oliveira, L. S. and Sabourin, R. and Bortolozzi, F. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«Handwritten isolated word recognition: An approach based on mutual information for feature set validation»Freitas, Cinthia O.A. and Bortolozzi, Flávio and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«An a priori indicator of the discrimination power of discrete hidden Markov models»Grandidier, F. and Sabourin, R. and Gilloux, M. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«Off-line signature verification using HMM for Random, simple and skilled forgeries»Justino, Edson J.R. and Bortolozzi, Flávio and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«A two-stage HMM-based system for recognizing handwritten numeral strings»De Britto, Alceu S. and Sabourin, Robert and Bortolozzi, Flavio and Suen, Ching Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«Handwritten month word recognition on Brazilian Bank cheques»Morita, M. and El Yacoubi, A. and Sabourin, R. and Bortolozzi, F. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«A new segmentation approach for handwritten digits»Soares De Oliveira, Luiz E. and Lethelier, Edouard and Bortolozzi, Flávio and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 2000. |
«Mathematical morphology and weighted least squares to correct handwriting baseline skew»Morita, Marisa E. and Facon, Jacques and Bortolozzi, Flávio and Garnés, Silvio J.A. and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1999. |
«Decision tree-based paraconsistent learning»Enembreck, Fabrica and Sabourin, Robert” Proceedings – International Conference of the Chilean Computer Science Society, SCCC 1999. |
«Influence of word length on handwriting recognition»Grandidier, F. and Sabourin, R. and El Yacoubi, A. and Gilloux, M. and Suen, C. Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1999. |
«Shape matrices as a mixed shape factor for off-line signature verification»Sabourin, Robert and Drouhard, J. P. and Wah, Etienne Sum” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1997. |
«Segmentation of Arabic cursive script»Motawa, Deya and Amin, Adnan and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1997. |
«Synthetic parameters for handwriting classification»Bouletreau, V. and Vincent, N. and Sabourin, R. and Emptoz, H.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1997. |
«A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach»Murshed, Nabeel A. and Bortolozzi, Flávio and Sabourin, Robert” Proceedings – International Conference on Pattern Recognition 1996. |
«Pattern spectrum as a local shape factor for off-line signature verification»Sabourin, Robert and Genest, Ginette and Preteux, Francoise” Proceedings – International Conference on Pattern Recognition 1996. |
«Off-Line signature verification, without a priori knowledge of class 02.A new approach»Murshed, Nabeel A. and Bortolozzi, Flavio and Sabourin, Robert” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1995. |
«A comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF»Drouhard, J. P. and Sabourin, R. and Godbout, M.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1995. |
«An extended-shadow-code based approach for off-line signature verification: Part -II- evaluation of several multi-classifier combination strategies»Sabourin, Robert and Genest, Ginette” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1995. |
«An extended-shadow-code based approach for off-line signature verification: Part -II- evaluation of several multi-classifier combination strategies»Sabourin, Robert and Genest, Ginette” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 1995. |
«A multi-resolution based approach for handwriting segmentation in gray-scale images»Cheriet, M. and Thibault, R. and Sabourin, R.” Proceedings – International Conference on Image Processing, ICIP 1994. |
«Evaluation of a training method and of various rejection criteria for a neural network classifier used for off-line signature verification»Drouhard, Jean Pierre and Sabourin, Robert and Godbout, Mario” IEEE International Conference on Neural Networks – Conference Proceedings 1994. |
«Evaluation of a training method and of various rejection criteria for a neural network classifier used for off-line signature verification»Drouhard, Jean Pierre and Sabourin, Robert and Godbout, Mario” IEEE International Conference on Neural Networks – Conference Proceedings 1994. |
«Off-line signature verification using directional PDF and neural networks»Sabourin, Robert and Drouhard, Jean Pierre” Proceedings – International Conference on Pattern Recognition 1992. |
«Segmentation of handwritten signature images using the statistics of directional data»Sabourin, Robert and Plamondon, Rejean” Proceedings – International Conference on Pattern Recognition 1988. |
