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UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring


Nov 19, 2021
Waleed A. Yousef, Issa Traore, William Briguglio

* IEEE Transactions on Information Forensics and Security, vol. 16, pp. 5195-5210, 2021 

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Classifier Calibration: with implications to threat scores in cybersecurity


Feb 09, 2021
Waleed A. Yousef, Issa Traore, William Briguglio


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Machine Learning in Precision Medicine to Preserve Privacy via Encryption


Feb 05, 2021
William Briguglio, Parisa Moghaddam, Waleed A. Yousef, Issa Traore, Mohammad Mamun


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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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