Assessment of Multiple-Biomarker Classifiers: fundamental principles and a proposed strategy

Oct 30, 2019
Waleed A. Yousef


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Method and System for Image Analysis to Detect Cancer

Aug 26, 2019
Waleed A. Yousef, Ahmed A. Abouelkahire, Deyaaeldeen Almahallawi, Omar S. Marzouk, Sameh K. Mohamed, Waleed A. Mustafa, Omar M. Osama, Ali A. Saleh, Naglaa M. Abdelrazek


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Prudence When Assuming Normality: an advice for machine learning practitioners

Aug 14, 2019
Waleed A. Yousef


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Nested Cavity Classifier: performance and remedy

Aug 08, 2019
Waleed A. Mustafa, Waleed A. Yousef

* This manuscript was composed in 2009 as part of a research pursued that time 

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Estimating the Standard Error of Cross-Validation-Based Estimators of Classification Rules Performance

Aug 01, 2019
Waleed A. Yousef


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A Leisurely Look at Versions and Variants of the Cross Validation Estimator

Jul 31, 2019
Waleed A. Yousef


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AUC: Nonparametric Estimators and Their Smoothness

Jul 30, 2019
Waleed A. Yousef


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A Review of Statistical Learning Machines from ATR to DNA Microarrays: design, assessment, and advice for practitioners

Jun 25, 2019
Waleed A. Yousef

* This manuscript was composed in 2006 as part of a the author's Ph.D. dissertation 

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Learning meters of Arabic and English poems with Recurrent Neural Networks: a step forward for language understanding and synthesis

May 07, 2019
Waleed A. Yousef, Omar M. Ibrahime, Taha M. Madbouly, Moustafa A. Mahmoud


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Matlab vs. OpenCV: A Comparative Study of Different Machine Learning Algorithms

May 03, 2019
Ahmed A. Elsayed, Waleed A. Yousef

* Work done 2012; but just submitted to arxiv 2019 

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