Ahmad Abu Shanab

15 papers B 1C 1Misc 8Journal 1Unranked 3
YearRankTypeTitle / Venue / Authors
2018 Misc conf
Filter-Based Subset Selection for Easy, Moderate, and Hard Bioinformatics Data.
IRI
Ahmad Abu Shanab, Taghi M. Khoshgoftaar
2018 Misc conf
Is Gene Selection Enough for Imbalanced Bioinformatics Data?
IRI
Ahmad Abu Shanab, Taghi M. Khoshgoftaar
2015 — —
Analysis of machine learning algorithms on bioinformatics data of varying quality.
Ahmad Abu Shanab
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 C conf
Evaluation of Wrapper-Based Feature Selection Using Hard, Moderate, and Easy Bioinformatics Data.
BIBE
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2014 Misc conf
How ranker and learner choice affects classification performance on noisy bioinformatics data.
IRI
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2014 Misc conf
The effect of noise level and distribution on classification of easy gene microarray data.
IRI
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2013 — conf
Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets.
ICMLA (1)
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab, Amri Napolitano
2013 B conf
Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data.
ICTAI
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2012 J jnl
Evaluation of the importance of data pre-processing order when combining feature selection and data sampling.
Int. J. Bus. Intell. Data Min.
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
2012 Misc conf
Impact of noise and data sampling on stability of feature ranking techniques for biological datasets.
IRI
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012 Misc conf
Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data.
FLAIRS
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2012 — conf
The effect of measurement approach and noise level on gene selection stability.
BIBM
Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2011 Misc conf
Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data.
IRI
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
2011 — conf
Impact of Noise and Data Sampling on Stability of Feature Selection.
ICMLA (1)
Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald