Publications  2008 ( la liste complète est disponible ici )

Articles publiés dans les revues avec comité de lecture

Oliveira, L. S., Justino, E., Sabourin, R., Bortolozzi, F., Combining Classifiers in the ROC Space for Off-line Signature Verification, Journal of Universal Computer Science, vol. 14, no 2, 2008, pp. 237-251.

Ko, A., Sabourin, R., Britto Jr, A., Ensemble of HMM classifiers based on the Clustering Validity Index for a Handwritten Numeral Recognizer, Pattern Analysis and Applications Journal, In Press (2008).

Ko, A., Sabourin, R., Britto Jr, A., From Dynamic Classifier Selection to Dynamic Ensemble Selection, Pattern Recognition, vol. 41, 2008, pp. 1718-1731.

Vellasques, E., Oliveira, L. S., Britto Jr., A. S., Koerich, A. L. and Sabourin, R, Filtering Segmentation Cuts for Digit String Recognition, Pattern Recognition, In Press (2008).

Dos Santos, E. M., Sabourin, R., and Maupin, P., A Dynamic Overproduce-and-Choose Strategy for the Selection of Classifier Ensembles, Pattern Recognition, (March 2008, Accepted for Publication).

Chapitres de livres avec comité de lecture

Batista, L., Rivard, D., Sabourin, R., Granger, E., Maupin, P., State of the Art in Off-line Signature Verification, To appear in Pattern Recognition Technologies and Applications: Recent Advances, Verma, B. & Blumenstein, B. eds., (April 2008), ISBN: 1599048078.

Articles dans des comptes rendus de conférence avec comité de lecture

Radtke, P.V., Sabourin, R., Wong, T., Using the RRT Algorithm to Optimize Classification Systems for Handwritten Digits and Letters , ACM Symposium on Applied Computing, Fortaleza, Ceara, Brazil, March 16 - 20, 2008.

Granger, E., Connolly, J-F, Sabourin, R., A Comparison of Fuzzy ARTMAP and Gaussian ARTMAP Neural Networks for Incremental Learning , IEEE World Congress on Computational Intelligence (WCCI 2008) - International Joint Conference on Neural Networks (IJCNN 2008), Hong Kong, June 1-6, 2008.

Bergamini, C., Oliveira, L., Koerich, A.L., Sabourin, R., Fusion of Biometric Systems using One-Class Classification , IEEE World Congress on Computational Intelligence (WCCI 2008) - International Joint Conference on Neural Networks (IJCNN 2008), Hong Kong, June 1-6, 2008.

Dos Santos, E. M., Sabourin, R., Maupin, P., Overfitting in the Selection of Classifier Ensembles: a Comparative Study Between PSO and GA , Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, Georgia, USA, july 12-16, 2008.

Dos Santos, E. M., Sabourin, R., Maupin, P., Pareto Analysis for the Selection of Classifier Ensembles, Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, Georgia, USA, july 12-16, 2008.

Connolly J-F, Granger E., and Sabourin R., Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network, The Third International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2008), Paris, France, July 2-4, 2008

 



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