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Waleed A. Yousef
Waleed A. Yousef
Associate Professor of Computer Science, Helwan University
在 fci.helwan.edu.eg 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
8562010
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
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
492010
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
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
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
302017
Assessing classifiers in terms of the partial area under the ROC curve
WA Yousef
Computational Statistics & Data Analysis 64, 51-70, 2013
302013
Classifier variability: accounting for training and testing
W Chen, BD Gallas, WA Yousef
Pattern Recognition 45 (7), 2661-2671, 2012
272012
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
212019
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
182021
Estimating the standard error of cross-Validation-Based estimators of classifier performance
WA Yousef
Pattern Recognition Letters 146, 115-125, 2021
182021
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
182017
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
172021
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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