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D., and Sch\u00f6lkopf, B.. \"Estimating a Kernel Fisher Discriminant in the Presence of Label Noise,\" In Proceeding of International Conference on Machine Learning. 306--313, 2001."},{"issue":"1","key":"e_1_3_2_1_19_1","first-page":"71","article-title":"Misclassified Multinomial Data: A Bayesian Approach","volume":"101","author":"Perez C. J.","year":"2007","unstructured":"Perez , C. J. , Giron , F. J. , Martin , J. , Ruiz , M. , and Rojano , C .. \" Misclassified Multinomial Data: A Bayesian Approach ,\" Revista De La Real Academia De Ciencias Exactas F\u00edsicas Y Naturales Serie A Matem\u00e1ticas , vol. 101 , no. 1 , 71 -- 80 , 2007 . Perez, C. J., Giron, F. 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