Ahmad Abu Shanab
According to our database1,
Ahmad Abu Shanab
authored at least 15 papers
between 2011 and 2018.
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Bibliography
2018
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018
2015
PhD thesis, 2015
Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class Balance.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015
2014
The effect of noise level and distribution on classification of easy gene microarray data.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
How ranker and learner choice affects classification performance on noisy bioinformatics data.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Evaluation of Wrapper-Based Feature Selection Using Hard, Moderate, and Easy Bioinformatics Data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
2013
Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
2012
Evaluation of the importance of data pre-processing order when combining feature selection and data sampling.
Int. J. Bus. Intell. Data Min., 2012
Impact of noise and data sampling on stability of feature ranking techniques for biological datasets.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011