Waleed A. Yousef

According to our database1, Waleed A. Yousef authored at least 20 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Assessment of Multiple-Biomarker Classifiers: fundamental principles and a proposed strategy.
CoRR, 2019

Method and System for Image Analysis to Detect Cancer.
CoRR, 2019

Estimating the Standard Error of Cross-Validation-Based Estimators of Classification Rules Performance.
CoRR, 2019

A Leisurely Look at Versions and Variants of the Cross Validation Estimator.
CoRR, 2019

Prudence When Assuming Normality: an advice for machine learning practitioners.
CoRR, 2019

AUC: Nonparametric Estimators and Their Smoothness.
CoRR, 2019

DVP: Data Visualization Platform.
CoRR, 2019

A Review of Statistical Learning Machines from ATR to DNA Microarrays: design, assessment, and advice for practitioners.
CoRR, 2019

Nested Cavity Classifier: performance and remedy.
CoRR, 2019

Learning meters of Arabic and English poems with Recurrent Neural Networks: a step forward for language understanding and synthesis.
CoRR, 2019

Matlab vs. OpenCV: A Comparative Study of Different Machine Learning Algorithms.
CoRR, 2019

Learning algorithms may perform worse with increasing training set size: Algorithm-data incompatibility.
Comput. Stat. Data Anal., 2014

Assessing classifiers in terms of the partial area under the ROC curve.
Comput. Stat. Data Anal., 2013

Classifier variability: Accounting for training and testing.
Pattern Recognit., 2012

Uncertainty estimation with a finite dataset in the assessment of classification models.
Comput. Stat. Data Anal., 2012

On detecting abnormalities in digital mammography.
Proceedings of the 39th IEEE Applied Imagery Pattern Recognition Workshop, 2010

Nonparametric estimation of the threshold at an operating point on the ROC curve.
Comput. Stat. Data Anal., 2009

Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Estimating the uncertainty in the estimated mean area under the ROC curve of a classifier.
Pattern Recognit. Lett., 2005

Comparison of Non-Parametric Methods for Assessing Classifier Performance in Terms of ROC Parameters.
Proceedings of the 33rd Applied Image Pattern Recognition Workshop (AIPR 2004), 2004