Publications

Year 2008:

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Journals

  1. 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.
     

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

  3. Vellasques, E., Oliveira, L. S., Britto Jr., A. S., Koerich, A. L. and Sabourin, R, Filtering Segmentation Cuts for Digit String Recognition, Pattern Recognition, vol. 41, 2008, pp. 3044-3053.
     

  4. Dos Santos, E. M., Sabourin, R., and Maupin, P., A Dynamic Overproduce-and-Choose Strategy for the Selection of Classifier Ensembles, Pattern Recognition, vol. 41, 2008, pp. 2993-3009.
     

  5. N. Fnaiech, F. Fnaiech, B.W. Jervis, and M. Cheriet, SSIP: The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm , (In press) AutoSoft - Intelligent Automation and Soft Computing, 2008.
     

  6. Sayadi M. , Sakrane S., Fnaiech F., Cheriet M., Gray-level Texture Characterization Based on a New Adaptive Nonlinear Auto-Regressive Filter, Electronic Letters on Computer Vision and Image Analysis, vol.7, no. 1, 2008, pp. 40-53.
     

  7. Mezghani N., Mitiche A., Cheriet M., Bayes classification of online Arabic characters by Gibbs modeling of class conditional densities, IEEE Transactions on Pattern Analysis and Machine Intelligence, 30 (7), 2008, pp. 1121-1131.
     

  8. Chion, Clement, Landry, J.A., Da Costa, Luis E., A Genetic Programming Based Method for Hyperspectral Data Information Extraction: Agricultural Applications, IEEE Transactions on Geoscience and Remote Sensing, vol. 46, no.8, pp. 2446-2457.
     

  9. Landry, J.A., Markarian, N., Vignault, C., Enthalpy Based PID Controller for Horticultural Storage Facilities, (In press) Applied Engineering in Agriculture.
     

  10. Landry, J.A., Modélisation de la dynamique spatiotemporelle des mammifères marins dans l'estuaire, Portrait de baleines, Le bulletin de l'estuaire : observation, recherche et conservation. vol. 7, no. 14, 2008.
     

  11. Landry, J.A., Modélisation spatiale et temporelle du trafic maritime dans l'estuaire, Portrait de baleines, Le bulletin de l'estuaire : observation, recherche et conservation. vol. 7, no. 15, 2008.
     

  12. Piccand S., Noumeir R., Paquette E., Region of interest and multi-resolution for volume rendering, IEEE Transactions on Technology in Biomedicine, vol. 12, no. 5, Sept. 2008, pp. 561-568.
     

  13. Noumeir R., Integrating the Healthcare Enterprise Process, International Journal of Healthcare Technology and Management, 2008 - vol. 9, no.2, 2008, pp. 167 - 180.
     

  14. Haouzia A., Noumeir R., Methods for Image Authentication: A Survey , Multimedia Tools and Application, vol. 39, no. 1, August, 2008, pp. 1-46..
     


Book chapter

  1. 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.
     

  2. Cheriet M., Visual Recognition of Arabic Handwriting: Challenges and New Directions, LNCS 4768, Summit on Arabic and Chinese Handwriting Recognition, pp. 1-21, 2008. Invited Chapter. 


Conferences

  1. Cardinal P., Dumouchel P., Boulianne G., and Comeau M. GPU Accelerated Acoustics Likelihood Computations. Proceedings of the 9th Annual Conference of the International Speech Communication Association
    (Interspeech), 2008.

     
  2. 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, pp. 1748-1752.
     

  3. 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, pp. 3304-3311.
     

  4. 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, pp. 1309-1314.
     

  5. Dos Santos, E. M., Sabourin, R., Oliveira L., 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, pp. 1423-1424.
     

  6. 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, pp. 681-688.
     

  7. 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.
     

  8. Cavalin P.R., Sabourin R., Suen C.Y. and Britto Jr., A.S., Evaluation of Incremental Learning Algorithms for An HMM-Based Handwritten Isolated Digits Recognizer, The 11th International Conference on Frontiers in Handwriting Recognition (ICFHR 2008), Montreal, August 19-21, pp. 1-6, 2008.
     

  9. Freitas C.O.A., Oliveira, L.S., Sabourin R. and Bortolozzi F., Brazilian Forensic Letter Database , The 11th International Conference on Frontiers in Handwriting Recognition (ICFHR 2008), Montreal, August 19-21, pp. 64-69, 2008.
     

  10. Cheriet M., Moghaddam Farrahi R., Degradation Modeling and Enhancement of Low Quality documents, WOSPA08, Sharjah (UAE), March 18-20, 2008.
     

  11. Santos M., Oliveira L., Sabourin R., Koerich A. And Britto Jr, A., Combinando Características Complementares em Modelos Escondidos de Markov: uma otimização para o reconhecimento de caractéres manuscritos, Conferência Latinoamericana de Informática (CLEI 2008), 8-12 september 2008, pp. 260-269, Santa Fé, Argentina.
     

  12. Bertolini D., Oliveira L.S., Justino E. and Sabourin R., Ensemble of Classifiers for Off-Line Signature Verification, IEEE International Conference on Systems, Man and Cybernetics (SMC 2008), 12-15 October, Singapore.
     

  13. Ko, A., Sabourin, R., Britto Jr, A., Oliveira, L., The Implication of Data Diversity for a Classifier-free Ensemble Selection in Random Subspaces, International Conference on Pattern Recognition, Tampa, Florida, USA, December 8-11, 2008.
     

  14. Ko A., Sabourin R., Britto Jr A., A New HMM training and testing scheme, International Conference on Pattern Recognition, Tampa, Florida, USA, December 8-11, 2008.
     

  15. Adankon, M.M., Cheriet, M., Help-Training for semi-supervised discriminative classifiers. Application to SVM, International Conference on Pattern Recognition, Tampa, Florida, USA, December 8-11, 2008.
     

  16. Cheriet M., Farrahi Moghaddam R., Low Quality Image Processing for DIAR, Issues and Directions, EUSIPCO08, Lausanne, August 25-29, 2008.
     

  17. Adankon, M.M., Cheriet, M., Model Selection for LS-SVM: Application to Handwriting Recognition, ICFHR'2008, Montreal, August 19-21, 2008.
     

  18. Farrahi Moghaddam R., Cheriet M., EFDM: Restoration of Single-sided Low-quality Document Images, ICFHR'2008, Montreal, August 19-21, 2008.
     

  19. Cheriet M., Farrahi Moghaddam R., DIAR: Advances in Degradation Modeling and Processing, International Conference on Image Analysis and Recognition'2008, Povoa de Varzim, June 25-27, 2008. Keynote Talk.
     

  20. Granger E., LeFrançois G., Novelty Detection with Probabilistic ARTMAP Neural Networks, 2008 Artificial Neural Networks in Engineering Conference (ANNIE), St-Louis, USA, November 9-12, 2008.
     

  21. Girod, D., Landry J.A. , Doyon G., Osuna-Garcìa J.A., Salazar-García S., Goenaga R., Evaluating Hass avocado maturity using hyperspectral Imaging, Proceedings of the Caribbean Food Crops Society. Vol. 44. In press.
     

  22. Chion, C., Lamontagne, P., Turgeon, S., Parrott, L., Landry, J.-A., Marceau, D., Michaud, R., Ménard, N., Albuquerque, C., Pattern-oriented modeling strategy to elaborate a spatially explicit agent-based model dynamically guided by human decision-making, International Conference on Ecological Informatics 6 (ICEI), Cancun, Mexique, 2-5 décembre 2008.
     

  23. Parrott, L., Chion, C., Martins, C.C.A., Lamontagne, P., Turgeon, S, Landry, J.A., Marceau, D., Michaud, R., Cantin, G., Menard, N., Dione, S., Agent-based modelling of marine mammals and boat traffic in the Saint Lawrence Estuary, Canada, International Conference on Ecological Informatics 6 (ICEI), Cancun, Mexique, 2-5 décembre 2008.
     

  24. Martins, C.C.A., Lamontagne, P., Parrott, L., Landry, J.-A., Marceau, D., Chion, C., Turgeon, S., Michaud, R., Menard, N., Dionne, S., Cantin, G., Conceptualizing an individual-based model to simulate marine mammal behaviour in the Saint Lawrence Estuary, Canada, Northwest Atlantic Fisheries Organization (NAFO) Symposium, Dartmouth, NS, Canada, 29 septembre - 1er octobre 2008.
     

  25. Chion, C., Albuquerque Martins, C., Lamontagne, P., Turgeon, S., Parrott, L., Landry, J.-A., Marceau, D., Michaud, R., Ménard, N., Lesage, V., Giard, J., Dionne, S., Modélisation des déplacements des bateaux d'excursions aux baleines et des mammifères marins dans le parc marin du Saguenay-Saint-Laurent, Colloque scientifique du parc marin du Saguenay-Saint-Laurent. Rivière-du-Loup, Qc, Canada, 2-3 octobre 2008.
     

  26. Girod D., Goenaga J.A. x, Doyon G., Osuna-Garcìa J.A., Evaluating Hass avocado maturity using hyperspectral Imaging , Caribbean Food Crops Society. 44th annual meeting. July 13-17, 2008. Miami, Florida, USA.
     

  27. Goenaga R., Salazar-García S., Doyon G., Osuna-García J.A., González-Durán I.J.L., and Landry J.A., PROCINORTE'S Tropical and Subtropical Fruits Task Force: a Tri-National Effort to Improve Fruit Quality and Trade, Caribbean Food Crops Society. 44th annual meeting. July 13-17, 2008. Miami, Florida, USA.
     

  28. Osuna-García J.A., Salazar-García S., González-Durán IJL, Doyon G., Landry JA and Goenaga R., Evaluación de la fluorescencia de la clorofila como alternativa para determinar la madurez legal en aguacate 'Hass', Primer Congreso Nacional de Sistema Producto Aguacate (First National Congress on Avocado Production). 3 au 5 décembre 2008, Facultad de Agrobiología, Presidente Juárez UMSNH. Uruapan, Michoacán, Mexico.
     

  29. Osuna-García JA, Salazar-García S., González-Durán IJL, Doyon G., Landry JA, and Goenaga R., Resultados preliminares sobre la técnica de fluorescencia de clorofila para determinar la madurez de cosecha en mango 'ataulfo', XLIV Reunión Nacional de Investigación Pecuaria y III Reunión Nacional de Innovación Agrícola y Forestal. Mérida, Yucatán, Mexico. 3 au 8 novembre 2008.
     

  30. Barrette, M., Wong, T., de Kelper, B., Côté, P., Statistical Multi-comparison of Evolutionary Algorithms, Bioinspired Optimization Methods and Applications (BIOMA2008), October 13-14, Ljubljana, Slovenia, pp. 71-80.