Estimating the standard error of cross-Validation-Based estimators of classifier performance von Yousef, Waleed A.

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Prudence when assuming normality: An advice for machine learning practitioners von Yousef, Waleed A.

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Classifier variability: Accounting for training and testing von Chen, Weijie, Gallas, Brandon D., Yousef, Waleed A.

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Machine learning in precision medicine to preserve privacy via encryption von Briguglio, William, Moghaddam, Parisa, Yousef, Waleed A., Traoré, Issa, Mamun, Mohammad

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Federated Supervised Principal Component Analysis von Briguglio, William, Yousef, Waleed A., Traore, Issa, Mamun, Mohammad

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UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring von Yousef, Waleed A., Traore, Issa, Briguglio, William

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Classifier Calibration: With Application to Threat Scores in Cybersecurity von Yousef, Waleed A., Traore, Issa, Briguglio, William

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Assessing classifiers in terms of the partial area under the ROC curve von Yousef, Waleed A.

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A pattern recognition approach for modeling the air change rates in naturally ventilated buildings from limited steady-state CFD simulations von Mousa, Wael A.Yousef, Lang, Werner, Auer, Thomas, Yousef, Waleed A.

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Learning algorithms may perform worse with increasing training set size: Algorithm–data incompatibility von Yousef, Waleed A., Kundu, Subrata

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Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach von Yousef, W.A., Wagner, R.F., Loew, M.H.

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Nonparametric estimation of the threshold at an operating point on the ROC curve von Yousef, Waleed A., Kundu, Subrata, Wagner, Robert F.

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Uncertainty estimation with a finite dataset in the assessment of classification models von Chen, Weijie, Yousef, Waleed A., Gallas, Brandon D., Hsu, Elizabeth R., Lababidi, Samir, Tang, Rong, Pennello, Gene A., Symmans, W. Fraser, Pusztai, Lajos

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Simulations and quantitative data analytic interpretations of indoor-outdoor temperatures in a high thermal mass structure von Mousa, Wael A. Yousef, Lang, Werner, Yousef, Waleed A.

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Machine Learning Assessment: implications to cybersecurity von Yousef, Waleed A

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Machine Learning Construction: implications to cybersecurity von Yousef, Waleed A

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Estimating the standard error of cross-Validation-Based estimators of classifier performance von Yousef, Waleed A

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Assessment of Multiple-Biomarker Classifiers: fundamental principles and a proposed strategy von Yousef, Waleed A

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Prudence When Assuming Normality: an advice for machine learning practitioners von Yousef, Waleed A

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On The Smoothness of Cross-Validation-Based Estimators Of Classifier Performance von Yousef, Waleed A

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