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Jason Van Hulse, Ph.D.

Affiliations: 
2007 Florida Atlantic University, Boca Raton, FL, United States 
Area:
Computer Science, Statistics
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"Jason Van Hulse"
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Taghi M. Khoshgoftaar grad student 2007 Florida Atlantic University
 (Data quality in data mining and machine learning.)

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Publications

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Seiffert C, Khoshgoftaar TM, Van Hulse J, et al. (2014) An empirical study of the classification performance of learners on imbalanced and noisy software quality data Information Sciences. 259: 571-595
Shanab AA, Khoshgoftaar TM, Wald R, et al. (2012) Evaluation of the importance of data pre-processing order when combining feature selection and data sampling International Journal of Business Intelligence and Data Mining. 7: 116-134
Van Hulse J, Khoshgoftaar TM, Napolitano A, et al. (2012) Threshold-based feature selection techniques for high-dimensional bioinformatics data Network Modeling Analysis in Health Informatics and Bioinformatics. 1: 47-61
Van Hulse J, Khoshgoftaar TM, Napolitano A. (2011) An exploration of learning when data is noisy and imbalanced Intelligent Data Analysis. 15: 215-236
Van Hulse J, Khoshgoftaar TM, Napolitano A. (2011) Evaluating the impact of data quality on sampling Journal of Information and Knowledge Management. 10: 225-245
Wang H, Khoshgoftaar TM, Van Hulse J, et al. (2011) Metric selection for software defect prediction International Journal of Software Engineering and Knowledge Engineering. 21: 237-257
Khoshgoftaar TM, Van Hulse J, Napolitano A. (2011) Comparing boosting and bagging techniques with noisy and imbalanced data Ieee Transactions On Systems, Man, and Cybernetics Part a:Systems and Humans. 41: 552-568
Van Hulse J, Khoshgoftaar TM, Napolitano A. (2011) A comparative evaluation of feature ranking methods for high dimensional bioinformatics data Proceedings of the 2011 Ieee International Conference On Information Reuse and Integration, Iri 2011. 315-320
Shanab AA, Khoshgoftaar TM, Wald R, et al. (2011) Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data Proceedings of the 2011 Ieee International Conference On Information Reuse and Integration, Iri 2011. 234-239
Altidor W, Khoshgoftaar TM, Van Hulse J. (2011) Robustness of filter-based feature ranking: A case study Proceedings of the 24th International Florida Artificial Intelligence Research Society, Flairs - 24. 453-458
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