Ahmad Abu Shanab

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 3

Top Venues

IRI

BIBM

FLAIRS Conference

BIBE

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

Education History

Florida Atlantic University, Boca Raton, FL, USA

PHD

Publications

Ahmad Abu Shanab, Taghi M. Khoshgoftaar
Is Gene Selection Enough for Imbalanced Bioinformatics Data? IRI (2018)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar
Filter-Based Subset Selection for Easy, Moderate, and Hard Bioinformatics Data. IRI (2018)
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)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
How ranker and learner choice affects classification performance on noisy bioinformatics data. IRI (2014)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
Evaluation of Wrapper-Based Feature Selection Using Hard, Moderate, and Easy Bioinformatics Data. BIBE (2014)
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
The effect of noise level and distribution on classification of easy gene microarray data. IRI (2014)
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab, Amri Napolitano
Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets. ICMLA (1) (2013)
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data. ICTAI (2013)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data. FLAIRS Conference (2012)
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
The effect of measurement approach and noise level on gene selection stability. BIBM (2012)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
Impact of noise and data sampling on stability of feature ranking techniques for biological datasets. IRI (2012)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
Evaluation of the importance of data pre-processing order when combining feature selection and data sampling. Int. J. Bus. Intell. Data Min. 7 (1/2) (2012)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
Impact of Noise and Data Sampling on Stability of Feature Selection. ICMLA (1) (2011)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data. IRI (2011)

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Publication Activity (10 Years)

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Ahmad Abu Shanab