Waleed A. Yousef - researchr alias

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Viewing Publication 1 - 15 from 15

2024

Federated Supervised Principal Component AnalysisWilliam Briguglio, Waleed A. Yousef, Issa Traoré, Mohammad Mamun 0001. tifs, 19:646-660, 2024. [doi]

2023

Classifier Calibration: With Application to Threat Scores in CybersecurityWaleed A. Yousef, Issa Traoré, William Briguglio. tdsc, 20(3):1994-2010, May - June 2023. [doi]

2021

Machine learning in precision medicine to preserve privacy via encryptionWilliam Briguglio, Parisa Moghaddam, Waleed A. Yousef, Issa Traoré, Mohammad Mamun. prl, 151:148-154, 2021. [doi]

Estimating the standard error of cross-Validation-Based estimators of classifier performanceWaleed A. Yousef. prl, 146:115-125, 2021. [doi]

UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection ScoringWaleed A. Yousef, Issa Traoré, William Briguglio. tifs, 16:5195-5210, 2021. [doi]

2020

Prudence when assuming normality: An advice for machine learning practitionersWaleed A. Yousef. prl, 138:44-50, 2020. [doi]

2014

Learning algorithms may perform worse with increasing training set size: Algorithm-data incompatibilityWaleed A. Yousef, Subrata Kundu. csda, 74:181-197, 2014. [doi]

2013

Assessing classifiers in terms of the partial area under the ROC curveWaleed A. Yousef. csda, 64:51-70, 2013. [doi]

2012

Uncertainty estimation with a finite dataset in the assessment of classification modelsWeijie Chen, Waleed A. Yousef, Brandon D. Gallas, Elizabeth R. Hsu, Samir Lababidi, Rong Tang, Gene A. Pennello, W. Fraser Symmans, Lajos Pusztai. csda, 56(5):1016-1027, 2012. [doi]

Classifier variability: Accounting for training and testingWeijie Chen, Brandon D. Gallas, Waleed A. Yousef. PR, 45(7):2661-2671, 2012. [doi]

2010

On detecting abnormalities in digital mammographyWaleed A. Yousef, W. A. Mustafa, A. A. Ali, Naglaa A. Abdelrazek, Ahmed M. Farrag. aipr 2010: 1-7 [doi]

2009

Nonparametric estimation of the threshold at an operating point on the ROC curveWaleed A. Yousef, Subrata Kundu, Robert F. Wagner. csda, 53(12):4370-4383, 2009. [doi]

2006

Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric ApproachWaleed A. Yousef, Robert F. Wagner, Murray H. Loew. pami, 28(11):1809-1817, 2006. [doi]

2005

Estimating the uncertainty in the estimated mean area under the ROC curve of a classifierWaleed A. Yousef, Robert F. Wagner, Murray H. Loew. prl, 26(16):2600-2610, 2005. [doi]

2004

Comparison of Non-Parametric Methods for Assessing Classifier Performance in Terms of ROC ParametersWaleed A. Yousef, Robert F. Wagner, Murray H. Loew. aipr 2004: 190-195 [doi]

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