Alireza Fazelpour

Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets

Taghi M. Khoshgoftaar, Randall Wald, David J. Dittman, 2013, 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI).

Investigating the Variation of Ensemble Size on Bagging-Based Classifier Performance in Imbalanced Bioinformatics Datasets

Taghi M. Khoshgoftaar, Amri Napolitano, David J. Dittman, 2016, 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI).

Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data

Taghi M. Khoshgoftaar, Amri Napolitano, David J. Dittman, 2015, 2015 IEEE International Conference on Information Reuse and Integration.

Building an Effective Classification Model for Breast Cancer Patient Response Data

Taghi M. Khoshgoftaar, David J. Dittman, Brian Heredia, 2015, 2015 IEEE International Conference on Information Reuse and Integration.

Select-Bagging: Effectively Combining Gene Selection and Bagging for Balanced Bioinformatics Data

Taghi M. Khoshgoftaar, Amri Napolitano, David J. Dittman, 2014, 2014 IEEE International Conference on Bioinformatics and Bioengineering.

Effects of the Use of Boosting on Classification Performance of Imbalanced Bioinformatics Datasets

Taghi M. Khoshgoftaar, Amri Napolitano, David J. Dittman, 2014, 2014 IEEE International Conference on Bioinformatics and Bioengineering.

First Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton Techniques

Taghi M. Khoshgoftaar, Randall Wald, David J. Dittman, 2012, 2012 11th International Conference on Machine Learning and Applications.

A survey of stability analysis of feature subset selection techniques

Taghi M. Khoshgoftaar, Huanjing Wang, Randall Wald, 2013, 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI).

The use of balance-aware subsampling for bioinformatics datasets

Taghi M. Khoshgoftaar, Randall Wald, Alireza Fazelpour, 2013, 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI).

Ensemble vs. Data Sampling: Which Option Is Best Suited to Improve Classification Performance of Imbalanced Bioinformatics Data?

Taghi M. Khoshgoftaar, Amri Napolitano, David J. Dittman, 2015, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI).