متابعة
Waleed A. Yousef
Waleed A. Yousef
Associate Professor of Computer Science, Helwan University
بريد إلكتروني تم التحقق منه على fci.helwan.edu.eg - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
MaQC Consortium
Nature biotechnology 28 (8), 827, 2010
7632010
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
472006
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
462005
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
422004
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, ...
412010
Assessing classifiers in terms of the partial area under the ROC curve
WA Yousef
Computational Statistics & Data Analysis 64, 51-70, 2013
272013
Classifier variability: accounting for training and testing
W Chen, BD Gallas, WA Yousef
Pattern Recognition 45 (7), 2661-2671, 2012
242012
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
202010
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
192017
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
112019
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
112017
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
112014
Estimating the standard error of cross-Validation-Based estimators of classifier performance
WA Yousef
Pattern Recognition Letters 146, 115-125, 2021
102021
Prudence when assuming normality: an advice for machine learning practitioners
WA Yousef
Pattern Recognition Letters 138, 44-50, 2020
92020
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
92012
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
92009
The partial area under the ROC curve: Its properties and nonparametric estimation for assessing classifier performance
WA Yousef, RF Wagner, MH Loew
Pattern Recognition, submitted, 2005
82005
A leisurely look at versions and variants of the cross validation estimator
WA Yousef
arXiv preprint arXiv:1907.13413, 2019
72019
AUC: Nonparametric estimators and their smoothness
WA Yousef
arXiv preprint arXiv:1907.12851, 2019
72019
Matlab vs. opencv: A comparative study of different machine learning algorithms
AA Elsayed, WA Yousef
arXiv preprint arXiv:1905.01213, 2019
72019
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مقالات 1–20