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Waleed A. Yousef
Waleed A. Yousef
Associate Professor of Computer Science, Helwan University
Verified email at fci.helwan.edu.eg - Homepage
Title
Cited by
Cited by
Year
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
Nature biotechnology 28 (8), 827-838, 2010
8452010
Assessing classifiers from two independent data sets using ROC analysis: a nonparametric approach
WA Yousef, RF Wagner, MH Loew
IEEE transactions on pattern analysis and machine intelligence 28 (11), 1809 …, 2006
502006
Estimating the uncertainty in the estimated mean area under the ROC curve of a classifier
WA Yousef, RF Wagner, MH Loew
Pattern Recognition Letters 26 (16), 2600-2610, 2005
492005
The MAQC-II Project: A comprehensive study of common practices for the development and validation of microarray-based predictive models.
L Shi, G Campbell, W Jones, F Campagne, Z Wen, S Walker, Z Su, T Chu, ...
Nature biotechnology 28 (8), 827-838, 2010
472010
Comparison of non-parametric methods for assessing classifier performance in terms of ROC parameters
WA Yousef, RF Wagner, MH Loew
33rd Applied Imagery Pattern Recognition Workshop (AIPR'04), 190-195, 2004
432004
Assessing classifiers in terms of the partial area under the ROC curve
WA Yousef
Computational Statistics & Data Analysis 64, 51-70, 2013
302013
A pattern recognition approach for modeling the air change rates in naturally ventilated buildings from limited steady-state CFD simulations
WAY Mousa, W Lang, T Auer, WA Yousef
Energy and Buildings 155, 54-65, 2017
292017
Classifier variability: accounting for training and testing
W Chen, BD Gallas, WA Yousef
Pattern Recognition 45 (7), 2661-2671, 2012
262012
Consortium M. The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
L Shi, G Campbell, WD Jones, F Campagne, Z Wen, SJ Walker, Z Su, ...
Nat Biotechnol 28 (8), 827-838, 2010
222010
Learning meters of Arabic and English poems with Recurrent Neural Networks: a step forward for language understanding and synthesis
WA Yousef, OM Ibrahime, TM Madbouly, MA Mahmoud
arXiv preprint arXiv:1905.05700, 2019
192019
Estimating the standard error of cross-Validation-Based estimators of classifier performance
WA Yousef
Pattern Recognition Letters 146, 115-125, 2021
182021
Machine learning in precision medicine to preserve privacy via encryption
W Briguglio, P Moghaddam, WA Yousef, I Traoré, M Mamun
Pattern Recognition Letters 151, 148-154, 2021
172021
Simulations and quantitative data analytic interpretations of indoor-outdoor temperatures in a high thermal mass structure
WAY Mousa, W Lang, WA Yousef
Journal of Building Engineering 12, 68-76, 2017
172017
UN-AVOIDS: unsupervised and nonparametric approach for visualizing outliers and invariant detection scoring
WA Yousef, I Traoré, W Briguglio
IEEE Transactions on Information Forensics and Security 16, 5195-5210, 2021
152021
Matlab vs. opencv: A comparative study of different machine learning algorithms
AA Elsayed, WA Yousef
arXiv preprint arXiv:1905.01213, 2019
142019
Learning algorithms may perform worse with increasing training set size: Algorithm–data incompatibility
WA Yousef, S Kundu
Computational statistics & data analysis 74, 181-197, 2014
122014
Uncertainty estimation with a finite dataset in the assessment of classification models
W Chen, WA Yousef, BD Gallas, ER Hsu, S Lababidi, R Tang, ...
Computational Statistics & Data Analysis 56 (5), 1016-1027, 2012
102012
Nonparametric estimation of the threshold at an operating point on the ROC curve
WA Yousef, S Kundu, RF Wagner
Computational statistics & data analysis 53 (12), 4370-4383, 2009
102009
Machine Learning Assessment: Implications to Cybersecurity
WA Yousef
Artificial Intelligence for Cyber-Physical Systems Hardening, 45-80, 2023
9*2023
Prudence when assuming normality: an advice for machine learning practitioners
WA Yousef
Pattern Recognition Letters 138, 44-50, 2020
92020
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