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Kehan Gao, Ph.D. - Publications

Affiliations: 
2003 Florida Atlantic University, Boca Raton, FL, United States 
Area:
Computer Science
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21 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Gao K, Khoshgoftaar TM, Napolitano A. An Empirical Investigation of Combining Filter-Based Feature Subset Selection and Data Sampling for Software Defect Prediction International Journal of Reliability, Quality and Safety Engineering. 22: 1550027. DOI: 10.1142/S0218539315500278  0.798
2015 Khoshgoftaar TM, Gao K, Chen Y, Napolitano A. Comparing Feature Selection Techniques for Software Quality Estimation Using Data-Sampling-Based Boosting Algorithms International Journal of Reliability, Quality and Safety Engineering. 22: 1550013. DOI: 10.1142/S0218539315500138  0.803
2015 Gao K, Khoshgoftaar TM. Assessments of feature selection techniques with respect to data sampling for highly imbalanced software measurement data International Journal of Reliability, Quality and Safety Engineering. 22. DOI: 10.1142/S0218539315500102  0.737
2015 Gao K, Khoshgoftaar TM, Napolitano A. Aggregating Data Sampling with Feature Subset Selection to Address Skewed Software Defect Data International Journal of Software Engineering and Knowledge Engineering. 25: 1531-1550. DOI: 10.1142/S0218194015400318  0.792
2015 Gao K, Khoshgoftaar TM, Napolitano A. Investigating two approaches for adding feature ranking to sampled ensemble learning for software quality estimation International Journal of Software Engineering and Knowledge Engineering. 25: 115-146. DOI: 10.1142/S0218194015400069  0.801
2014 Gao K, Khoshgoftaar TM, Wald R. The use of under- and oversampling within ensemble feature selection and classification for software quality prediction International Journal of Reliability, Quality and Safety Engineering. 21. DOI: 10.1142/S0218539314500041  0.824
2014 Gao K, Khoshgoftaar TM, Napolitano A. The Use of Ensemble-Based Data Preprocessing Techniques for Software Defect Prediction International Journal of Software Engineering and Knowledge Engineering. 24: 1229-1253. DOI: 10.1142/S0218194014400105  0.806
2014 Khoshgoftaar TM, Xiao Y, Gao K. Software quality assessment using a multi-strategy classifier Information Sciences. 259: 555-570. DOI: 10.1016/J.Ins.2010.11.028  0.749
2014 Xu Z, Gao K, Khoshgoftaar TM, Seliya N. System regression test planning with a fuzzy expert system Information Sciences. 259: 532-543. DOI: 10.1016/J.Ins.2010.09.012  0.735
2013 Khoshgoftaar TM, Gao K, Napolitano A, Wald R. A comparative study of iterative and non-iterative feature selection techniques for software defect prediction Information Systems Frontiers. 16: 801-822. DOI: 10.1007/S10796-013-9430-0  0.79
2012 Gao K, Khoshgoftaar TM, Wang H. Exploring filter-based feature selection techniques for software quality classification International Journal of Information and Decision Sciences. 4: 217-250. DOI: 10.1504/Ijids.2012.047074  0.742
2012 KHOSHGOFTAAR TM, GAO K, NAPOLITANO A. AN EMPIRICAL STUDY OF FEATURE RANKING TECHNIQUES FOR SOFTWARE QUALITY PREDICTION International Journal of Software Engineering and Knowledge Engineering. 22: 161-183. DOI: 10.1142/S0218194012400013  0.79
2012 Gao K, Khoshgoftaar TM, Seliya N. Predicting high-risk program modules by selecting the right software measurements Software Quality Journal. 20: 3-42. DOI: 10.1007/S11219-011-9132-0  0.806
2011 Khoshgoftaar TM, Gao K, Bullard LA. A Comparative study of filter-based and wrapper-based feature ranking techniques for software quality modeling International Journal of Reliability, Quality and Safety Engineering. 18: 341-364. DOI: 10.1142/S0218539311004287  0.816
2011 Wang H, Khoshgoftaar TM, Van Hulse J, Gao K. Metric selection for software defect prediction International Journal of Software Engineering and Knowledge Engineering. 21: 237-257. DOI: 10.1142/S0218194011005256  0.805
2011 Gao K, Khoshgoftaar TM, Wang H, Seliya N. Choosing software metrics for defect prediction: An investigation on feature selection techniques Software - Practice and Experience. 41: 579-606. DOI: 10.1002/Spe.1043  0.829
2010 Altidor W, Khoshgoftaar TM, Gao K. Wrapper-based feature ranking techniques for determining relevance of software engineering metrics International Journal of Reliability, Quality and Safety Engineering. 17: 425-464. DOI: 10.1142/S0218539310003883  0.794
2009 Khoshgoftaar TM, Bullard LA, Gao K. Attribute selection using rough sets in software quality classification International Journal of Reliability, Quality and Safety Engineering. 16: 73-89. DOI: 10.1142/S0218539309003307  0.808
2008 Khoshgoftaar TM, Bullard LA, Gao K. A rule-based software quality classification model International Journal of Reliability, Quality and Safety Engineering. 15: 247-259. DOI: 10.1142/S0218539308003064  0.8
2006 Khoshgoftaar TM, Gao K, Lin H. Indirect classification approaches: A comparative study in network intrusion detection International Journal of Computer Applications in Technology. 27: 232-245. DOI: 10.1504/Ijcat.2006.011995  0.632
2005 Khoshgoftaar TM, Gao K, Szabo RM. Comparing software fault predictions of pure and zero-inflated Poisson regression models International Journal of Systems Science. 36: 705-715. DOI: 10.1080/00207720500159995  0.654
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