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[583] Ayat N-E, Cheriet M, Suen CY. "Empirical error based optimization of SVM kernels. Application to digit image recognition.". In: Proc. The 8th International Workshop on Frontiers On Handwriting Recognition, Niagara-on-the-lake.; 2002:.
[459] Ayat N-E. SVM pour la reconnaissance des chaînes numériques manuscrits. ETS; 2005.
[637] Ayat N-E, Cheriet M, Suen CY. "Optimization of the SVM Kernels Using an Empirical Error Minimization Scheme.". In: LNCS. Vol. 2388, SVM .; 2002:.
[599] Ayat N-E, Cheriet M, Suen CY. "Un systeme neuro-flou pour la reconnaissance de montants numeriques de cheques arabes.". In: Proc. Colloque Inter. Francophone sur l’Ecrit et le Document. Lyon, France; 2000:.
[408] Ayat NE, Cheriet M, Suen CY. "Optimization of the SVM Kernels using an Empirical Error Minimization Scheme.". In: S.W. Lee and A. Verri (Eds.). Vol. 2388.; 2002:. Lecture Notes in Computer Science 2388.
[593] Ayat N-E, Cheriet M, Remaki L, Suen CY. "KMOD – A New Support Vector Machine Kernel with Moderate Decreasing for Pattern Recognition: Application to Digit Recognition.". In: Proc. The 6th Int. Conference on Document Analysis and Recognition, Seattle,.; 2001:.
[378] Ayat N-E, Cheriet M, Suen CY. "Automatic model selection for the optimization of SVM kernels." Pattern Recognition . 2005;38:1733-1745.
[636] Ayat N-E, Cheriet M, Suen CY. "KMOD - A Tw o-Parameter SVM Kernel for Pattern Recognition.". In: ICPR . Vol. 03.; 2002:.
[512] Askri G. Conception d une BD multimédia pour le Réseau Scoliose Québec. ETS; 1900.
[567] Aouina N, Ben Braiek E, Cheriet M. "Reconnaissance des caractères manuscrits basée sur SKCS-Polyline et Modèle de Markov Caché.". In: Conférence Tunisienne de Génie Electrique (CTGE’04). Tunis; 2004.
[569] Andrea S, Cheriet M, Satoshi N, Suen CY. "Automatic Filter Selection Using Image Quality Assessment.". In: ICDAR.; 2003:.
[632] Almaksour A, Anquetil E, Quiniou S, Cheriet M. "Personalizable Pen-Based Interface using Lifelong Learning.". In: Conference ICFHR. Kolkata, India: 2010 IAPR Intl; 2010.
[425] Almaksour A, Anquetil E, Quiniou S, Cheriet M. "Evolving Fuzzy Classifiers: Application to Incremental Learning Handwritten Gesture Recognition Systems.". In: ICPR.; 2010.
[598] Al-Ohali Y, Cheriet M, Suen CY. "Databases for Recognition of Handwritten Arabic Cheques.". In: Proc. Int. Workshop on Frontiers on Handwriting Recog. Amesterdam; 2000:.
[584] Al-Ohali Y, Cheriet M, Suen CY. "Dynamic Observations and Dynamic State Termination for Off-line Handwritten Word Recognition Using HMM.". In: Proc. The 8th International Workshop on Frontiers On Handwriting Recognition, Niagara-on-the-lake.; 2002:.
[424] Al-Ohali Y, Alanzi A, Suen CY, Kasvand T, Cheriet M. "Combined Measures Toward Restoration of Temporal Information from Offline Handwritten Text." Sharjah (UAE); 2007.
[458] Al-Ohali Y. Neural Networks for Arabic Handwriting Recognition. ETS; 2002.
[511] Akboul F. Conception d une BD multimédia pour le Réseau Scoliose Québec (Interface Usager). ETS; 1900.
[418] Adankon MM, Cheriet M. "Model Selection for LS-SVM: Application to Handwriting Recognition.". In: ICFHR (NSERC). Montreal; 2008.
[538] Adankon MM, Cheriet M, Ayat N-E. "Optimisation de ressources dans la sélection de modèle des Machines à Vecteurs de Support.". In: Comptes rendues des 12èmes rencontres de la Société Francophone de la Classification. Montréal, Canada; 2005:.
[342] Adankon MM, Cheriet M. "Genetic Algorithm based training for Semi-supervised SVM." Neural Computing and Application. 2010;19:1197-1206 .
[406] Adankon MM, Cheriet M. "Unified Framework for SVM model Selection.". In: Hands-on pattern recognition: challenges in data representation, model selection, and performance prediction. Isabelle Guyon, Gavin Cawley, Gideon Dror, and Amir Saffari (Editors); 2009.
[633] Adankon MM, Cheriet M. "Help-Training for semi-supervised discriminative classifiers. Application to SVM.". In: ICPR’2008. Tampa, FL, USA; 2008.
[364] Adankon MM, Cheriet M. "Optimizing resources in model selection for support vector machine." Pattern Recognition 40(3): 953-963. 2007.
[Adankon2009] Adankon MM, Cheriet M, Biem A. "Semi-Supervised Learning using Bayesian inference." IEEE Transactions on Neural Networks. In Press.
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