Waleed A. Yousef

Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach

Waleed A. Yousef, Robert F. Wagner, Murray H. Loew · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 42 citations

Engineering, Machine Learning, Conditional Auc Estimator +17

The MAQC-II Project: A comprehensive study of common practices for the development and validation of microarray-based predictive models.

Leming Shi, Grant R. Campbell, Wendell Jones et al. · 2010 · 41 citations

Engineering, Medicine, Common Practices +9

Estimating the uncertainty in the estimated mean area under the ROC curve of a classifier

Waleed A. Yousef, Robert F. Wagner, Murray H. Loew · Pattern Recognition Letters · 2005 · 40 citations

Uncertainty Management, Estimated Mean Area, Uncertainty Modeling +8

Comparison of Non-Parametric Methods for Assessing Classifier Performance in Terms of ROC Parameters

Waleed A. Yousef, Robert F. Wagner, Murray H. Loew · 2005 · 38 citations

Roc Parameters, Engineering, Biometrics +22

Classifier variability: Accounting for training and testing

Wei-Jie Chen, Brandon D. Gallas, Waleed A. Yousef · Pattern Recognition · 2012 · 25 citations

Classification Method, Engineering, Machine Learning +8