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[357] Abou-Moustafa KT, Cheriet M, Suen CY. "On the structure of hidden Markov models." Pattern Recognition Letters 25(8): 923-931. 2004.
[594] Belouchrani A, Cheriet M. "On the use of a new compact support kernel in Time Frequency Analysis,.". In: Proc. 11th IEEE Workshop on Statistical Signal Processing. Singapore; 2001:.
[549] Mezghani N, Mitiche A, Cheriet M. "On-line character recognition using histograms of features and an associative memory.". In: IEEE International Conference on Acousitics, Speech, and Signal Processing, ICASSP-04. Vol. 5. Montreal, canada; 2004:.
[582] Mezghani N, Mitiche A, Cheriet M. "On-line recognition of handwritten Arabic characters using A Kohonen neural network.". In: IEEE Proc. The 8th Int. Workshop on Frontiers On Handwriting Recognition, Niagara-on-the-lake.; 2002:.
[331] Daouadji A, Nguyen K-K, Lemay M, Cheriet M. "Ontology-Based Resource Description and Discovery Framework for Low Carbon Grid Networks.". In: First IEEE International Conference on Smart Grid Communications . Gaithersburg, MD. USA.: IEEE; 2010. Abstract  Download: DaouadjiSmartGrid.pdf (594.07 KB)
[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:.
[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.
[537] Adankon MM, Cheriet M, Ayat NE. "Optimizing Ressources in Model Selectioon for Support Vector Machines.". In: The IEEE Intl. Joint Conference on Neural Networks (IJCNN'05). Montréal, Canada; 2005:.
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