Publications

Conference Paper
[852] Zhong G, Chherawala Y, Cheriet M. "An Empirical Evaluation of Supervised Dimensionality Reduction for Recognition.". In: ICDAR 2013.; 2013.
[1145] Bui NH, Nguyen KK, Pham C, Cheriet M. "Energy Efficient Software Update Mechanism for Networked IoT Devices.". In: IEEE GlobeCom. Hawaii, USA: IEEE; 2019. Download: 1570549848.pdf (457.27 KB)
[539] Milgram J, Cheriet M, Sabourin R. "Estimating Accurate Multi-class Probabilities with Support Vector Machines.". In: The IEEE Intl. Joint Conference on Neural Networks (IJCNN 2005). Montréal, Canada; 2005:.
[496] Mezghani N, Mitiche A, Cheriet M. "Estimation de densité de probabilité par maximum d'entropie et reconnaissance bayesienne de caractères Arabes en-ligne.". In: 15e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA).; 2006.
[541] Mezai L, Sehad A, Sekkai L, Cheriet M. "Estimation de l'’inclinaison des documents arabes imprimés par la transformée de Hough.". In: 4° conférence sur le Génie Electrique, Ecole Militaire Polytechnique. Bordj-El-Bahri Alger; 2005.
[563] Besbes M, Sayadi M, Braiek BE, Fnaiech F, Cheriet M. "Etude comparative de trois fonctions floues pour le seuillage de l'’histogramme bimodal des images.". In: Journées Tunisiennes de l’Automatique et de l’Electrotechnique (JTEA’04). Tunisie; 2004.
[425] Almaksour A, Anquetil E, Quiniou S, Cheriet M. "Evolving Fuzzy Classifiers: Application to Incremental Learning Handwritten Gesture Recognition Systems.". In: ICPR.; 2010.
[595] Ben Braik E, Cheriet M. "Extraction of Handwritten Data from Noisy Gray Level Images Using a Separable Version of KCS Kernel family,.". In: Proc. Int. Conference on Image and Signal Processing. Agadir, Algeria; 2001:.
[608] Cheriet M. "Extraction of Visual Data Using The Multiscale Concept.". In: Vision Interface. Vancouver; 1998:.
[542] Sehad, Mezai L, Laskri MT, Cheriet M. "Fast method for skew detection of printed Arabic documents using linear regression.". In: International Computer Systems & Information Technology Conference ICSIT’05. Hilton Hotel, Algiers, Algeria; 2005.
[540] Abid S, Fnaiech F, Jervis BW, Cheriet M. "Fast Training of Multilayer Perceptrons with Mixed Norm Algorithm.". In: The IEEE Intl. Joint Conference on Neural Networks (IJCNN'05). Montréal, Canada; 2005.
[834] Chherawala Y, Roy PP, Cheriet M. "Feature design for offline Arabic handwriting recognition: handcrafted vs automated?". In: 12th International Conference on Document Analysis and Recognition (ICDAR '13). Washington DC, USA; 2013. Download: feature_comparison_final.pdf (112.96 KB)
[1132] SABER MASI, Bayati A, Nguyen K-K, Cheriet M. "Featuring Real-Time imbalanced network traffic classification.". In: 2018 IEEE Confs on Internet of Things, Green Computing and Communications, Cyber, Physical and Social Computing, Smart Data, Blockchain, Computer and Information Technology, Congress on Cybermatics.; 2018. Download: 6wB19ko3R3pdeOLHEFfjOF.pdf (249.4 KB)
[618] Cheriet M, Joseph SN, Suen CY. "A formal model for document processing of business forms.". In: ICDAR. Vol. 1.; 1995:.
[427] Bengharabi M, Harizi F, Cheriet M, Guessoum A. "A framework for a GMM-UBM Based Speaker Verification and the Need of a Large Arabic data Base." Sharjah (UAE); 2007.
[1080] Bayati A, Asghari V, Nguyen K-K, Cheriet M. "Gaussian Process Regression based Traffic Modeling and Prediction in High-Speed Networks.". In: GlobeCom.; 2016. Download: 1570265950.pdf (500.14 KB)
[1021] Režnáková M, Tencer L, Plamondon R, Cheriet M. "The generation of synthetic handwritten data for improving on-line learning.". In: IGS2015.; 2015.
[561] Abou-Moustafa KT, Cheriet M, Suen CY. "A Generative-Discriminative Hybrid for Sequential Data Classification.". In: The IEEE Intl. Conf. On Acoustics and Signal Processing (ICASSP’04). Montreal; 2004:.
[597] Ye X, Suen CY, Cheriet M. "A generic System to Extract and Clean Handwritten Data from Business Forms.". In: Proc. Int. Workshop on Frontiers on Handwriting Recog. Amesterdam; 2000:.
[631] Despins C, Arnaud BS, Labelle R, Cheriet M. "Green ICT: the rationale for a focus on curbing greenhouse gas emission.". In: WCSP 2010. Suzhou, China: The IEEE 2010 International Conference on Wireless Communications and Signal Processing; 2010.
[1030] Hedjam R, Cheriet M. "Ground-truth estimation in multispectral representation space: Application to degraded document image binarization.". In: Document Analysis and Recognition (ICDAR), 2013 12th International Conference on. IEEE; 2013.
[504] Quiniou S, Cheriet M, Anquetil E. "Handling Out-of-Vocabulary Words and Recognition Errors Based on Word Linguistic Context for Handwritten Sentence Recognition.". In: IAPR ICDAR.; 2009:.
[564] Braiek BE, Aouina N, Abid S, Cheriet M. "Handwritten Characters Recognition based on KCS Polyline and Hidden Markov Model.". In: International Symposium on Control, Communications and Signal Processing (ISCCSP’04). Tunis; 2004:.
[633] Adankon MM, Cheriet M. "Help-Training for semi-supervised discriminative classifiers. Application to SVM.". In: ICPR’2008. Tampa, FL, USA; 2008.
[417] Adankon MM, Cheriet M. "Help-Training semi-supervised LS-SVM.". In: IEEE Intl. IJCNN.; 2009.
ericssonlogo
inocybelogo
canalogo
cienalogo
Civimetrix Telecom logo
mitacslogo
risq logo
nserclogo
promptlogo
ecolepolytechniquelogo
University of Torontologo
frqntlogo
uqlogo
MDEIE logo
cfilogo
ciraiglogo