Alireza Fazelpour

16 papers B 1C 4Misc 9Unranked 1

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