| 2012 | ||
|---|---|---|
| j1 | Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse: Evaluation of the importance of data pre-processing order when combining feature selection and data sampling. IJBIDM 7(1/2): 116-134 (2012) | |
| c5 | Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab: The effect of measurement approach and noise level on gene selection stability. BIBM 2012: 1-5 | |
| c4 | Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald: Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data. FLAIRS Conference 2012 | |
| c3 | Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano: Impact of noise and data sampling on stability of feature ranking techniques for biological datasets. IRI 2012: 415-422 | |
| 2011 | ||
| c2 | Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald: Impact of Noise and Data Sampling on Stability of Feature Selection. ICMLA (1) 2011: 172-177 | |
| c1 | Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse: Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data. IRI 2011: 234-239 | |
| 1 | Jason Van Hulse | |
| 2 | Taghi M. Khoshgoftaar | |
| 3 | Amri Napolitano | |
| 4 | Randall Wald |
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