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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.
[662] Adankon MM, Cheriet M. "Help-Training for Semi-supervised Learning." Pattern Recognition. 2011;44(9):2220-2230.
[342] Adankon MM, Cheriet M. "Genetic Algorithm based training for Semi-supervised SVM." Neural Computing and Application. 2010;19:1197-1206 .
[363] Adankon MM, Cheriet M. "Semi-Supervised Least Squares Support Vector Machine." IEEE Transactions on Neural Networks. 2009;20(12):1858-1870 .
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[Cheriet2012a] Cheriet M, Farrahi Moghaddam R, Hedjam R. "A learning framework for the optimization and automation of document binarization methods." Computer Vision and Image Understanding. 2013;117(3):269-280. Download: 
[371] Cheriet M, Joseph SN, Suen CY. "A recursive thresholding technique for image segmentation." IEEE Transactions on Image Processing 7(6): 918-921. 1998.
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