| 2016 | IRI | Investigating the Variation of Ensemble Size on Bagging-Based Classifier Performance in Imbalanced Bioinformatics Datasets. | Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | ICMLA | Does the Inclusion of Data Sampling Improve the Performance of Boosting Algorithms on Imbalanced Bioinformatics Data? | Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | ICMLA | Investigating New Bootstrapping Approaches of Bagging Classifiers to Account for Class Imbalance in Bioinformatics Datasets. | Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | IRI | Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data. | Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano |
| 2015 | IRI | Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class Balance. | Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Ahmad Abu Shanab |
| 2015 | IRI | Building an Effective Classification Model for Breast Cancer Patient Response Data. | Brian Heredia, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman |
| 2015 | IRI | Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics Data. | Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano |
| 2015 | ICTAI | Ensemble vs. Data Sampling: Which Option Is Best Suited to Improve Classification Performance of Imbalanced Bioinformatics Data? | Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano |
| 2014 | BIBE | Select-Bagging: Effectively Combining Gene Selection and Bagging for Balanced Bioinformatics Data. | David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano, Alireza Fazelpour |
| 2014 | BIBE | Effects of the Use of Boosting on Classification Performance of Imbalanced Bioinformatics Datasets. | Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano |
| 2014 | IRI | Classification performance of three approaches for combining data sampling and gene selection on bioinformatics data. | Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano |
| 2013 | IRI | A survey of stability analysis of feature subset selection techniques. | Taghi M. Khoshgoftaar, Alireza Fazelpour, Huanjing Wang, Randall Wald |
| 2013 | IRI | The use of balance-aware subsampling for bioinformatics datasets. | Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour |
| 2013 | IRI | Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets. | Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman |
| 2012 | ICMLA | First Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton Techniques. | Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Alireza Fazelpour |