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 (ICMLA (2), 2012)

A survey of stability analysis of feature subset selection techniques. - Taghi M. Khoshgoftaar; Alireza Fazelpour; Huanjing Wang; Randall Wald (IRI, 2013)

The use of balance-aware subsampling for bioinformatics datasets. - Randall Wald; Taghi M. Khoshgoftaar; Alireza Fazelpour (IRI, 2013)

Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets. - Randall Wald; Taghi M. Khoshgoftaar; Alireza Fazelpour; David J. Dittman (IRI, 2013)

Select-Bagging: Effectively Combining Gene Selection and Bagging for Balanced Bioinformatics Data. - David J. Dittman; Taghi M. Khoshgoftaar; Amri Napolitano; Alireza Fazelpour (BIBE, 2014)

Effects of the Use of Boosting on Classification Performance of Imbalanced Bioinformatics Datasets. - Taghi M. Khoshgoftaar; Alireza Fazelpour; David J. Dittman; Amri Napolitano (BIBE, 2014)

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 (IRI, 2014)

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 (ICMLA, 2015)

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 (ICMLA, 2015)

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 (ICTAI, 2015)

Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data. - Alireza Fazelpour; Taghi M. Khoshgoftaar; David J. Dittman; Amri Napolitano (IRI, 2015)

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 (IRI, 2015)

Building an Effective Classification Model for Breast Cancer Patient Response Data. - Brian Heredia; Taghi M. Khoshgoftaar; Alireza Fazelpour; David J. Dittman (IRI, 2015)

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 (IRI, 2015)

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 (IRI, 2016)

Ensemble Learning Algorithms for the Analysis of Bioinformatics Data. - Alireza Fazelpour (2016)