Alireza Fazelpour

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 8

Top Venues

IRI

BIBE

ICMLA

ICMLA (2)

Florida Atlantic University, Boca Raton, FL, USA (PHD)

Education History

Florida Atlantic University, Boca Raton, FL, USA

PHD

Publications

Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano
Investigating the Variation of Ensemble Size on Bagging-Based Classifier Performance in Imbalanced Bioinformatics Datasets. IRI (2016)
Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano
Does the Inclusion of Data Sampling Improve the Performance of Boosting Algorithms on Imbalanced Bioinformatics Data? ICMLA (2015)
Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano
Ensemble vs. Data Sampling: Which Option Is Best Suited to Improve Classification Performance of Imbalanced Bioinformatics Data? ICTAI (2015)
Brian Heredia, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman
Building an Effective Classification Model for Breast Cancer Patient Response Data. IRI (2015)
Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano
Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data. IRI (2015)
Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Ahmad Abu Shanab
Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class Balance. IRI (2015)
Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano
Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics Data. IRI (2015)
Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano
Investigating New Bootstrapping Approaches of Bagging Classifiers to Account for Class Imbalance in Bioinformatics Datasets. ICMLA (2015)
Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano
Classification performance of three approaches for combining data sampling and gene selection on bioinformatics data. IRI (2014)
David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano, Alireza Fazelpour
Select-Bagging: Effectively Combining Gene Selection and Bagging for Balanced Bioinformatics Data. BIBE (2014)
Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano
Effects of the Use of Boosting on Classification Performance of Imbalanced Bioinformatics Datasets. BIBE (2014)
Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour
The use of balance-aware subsampling for bioinformatics datasets. IRI (2013)
Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman
Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets. IRI (2013)
Taghi M. Khoshgoftaar, Alireza Fazelpour, Huanjing Wang, Randall Wald
A survey of stability analysis of feature subset selection techniques. IRI (2013)
Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Alireza Fazelpour
First Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton Techniques. ICMLA (2) (2012)

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Publication Activity (10 Years)

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Alireza Fazelpour