| Choosing software metrics for defect prediction: an investigation on feature selection techniques K Gao, TM Khoshgoftaar, H Wang, N Seliya Software: Practice and Experience 41 (5), 579-606, 2011 | 366 | 2011 |
| A comparative study of ensemble feature selection techniques for software defect prediction H Wang, TM Khoshgoftaar, A Napolitano 2010 Ninth International Conference on Machine Learning and Applications …, 2010 | 153 | 2010 |
| How many software metrics should be selected for defect prediction? H Wang, TM Khoshgoftaar, N Seliya Twenty-Fourth International FLAIRS Conference, 2011 | 85 | 2011 |
| A comparative study of threshold-based feature selection techniques H Wang, TM Khoshgoftaar, J Van Hulse 2010 IEEE International Conference on Granular Computing, 499-504, 2010 | 63 | 2010 |
| Metric selection for software defect prediction H Wang, TM Khoshgoftaar, J Van Hulse, K Gao International Journal of Software Engineering and Knowledge Engineering 21 …, 2011 | 59 | 2011 |
| Software measurement data reduction using ensemble techniques H Wang, TM Khoshgoftaar, A Napolitano Neurocomputing 92, 124-132, 2012 | 57 | 2012 |
| An empirical investigation of filter attribute selection techniques for software quality classification K Gao, TM Khoshgoftaar, H Wang 2009 IEEE International Conference on Information Reuse & Integration, 272-277, 2009 | 55 | 2009 |
| A survey of stability analysis of feature subset selection techniques TM Khoshgoftaar, A Fazelpour, H Wang, R Wald 2013 IEEE 14th International Conference on Information Reuse & Integration …, 2013 | 53 | 2013 |
| A comparative study of filter-based feature ranking techniques H Wang, TM Khoshgoftaar, K Gao 2010 IEEE international conference on information reuse & integration, 43-48, 2010 | 48 | 2010 |
| Stability analysis of feature ranking techniques on biological datasets D Dittman, TM Khoshgoftaar, R Wald, H Wang 2011 IEEE International Conference on Bioinformatics and Biomedicine, 252-256, 2011 | 28 | 2011 |
| High-dimensional software engineering data and feature selection H Wang, TM Khoshgoftaar, K Gao, N Seliya 2009 21st IEEE International Conference on Tools with Artificial …, 2009 | 28 | 2009 |
| An Empirical Study of Software Metrics Selection Using Support Vector Machine. H Wang, TM Khoshgoftaar, A Napolitano SEKE, 83-88, 2011 | 24 | 2011 |
| Ensemble feature selection technique for software quality classification. H Wang, TM Khoshgoftaar, K Gao SEKE, 215-220, 2010 | 23 | 2010 |
| Stability of filter-and wrapper-based software metric selection techniques H Wang, TM Khoshgoftaar, A Napolitano Proceedings of the 2014 IEEE 15th International Conference on Information …, 2014 | 22 | 2014 |
| A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques H Wang, TM Khoshgoftaar, R Wald, A Napolitano 2012 IEEE 13th International Conference on Information Reuse & Integration …, 2012 | 17 | 2012 |
| Mining data from multiple software development projects H Wang, TM Khoshgoftaar, K Gao, N Seliya 2009 IEEE International Conference on Data Mining Workshops, 551-557, 2009 | 17 | 2009 |
| Measuring robustness of feature selection techniques on software engineering datasets H Wang, TM Khoshgoftaar, R Wald 2011 IEEE International Conference on Information Reuse & Integration, 309-314, 2011 | 16 | 2011 |
| On the stability of feature selection methods in software quality prediction: an empirical investigation H Wang, TM Khoshgoftaar, N Seliya International Journal of Software Engineering and Knowledge Engineering 25 …, 2015 | 14 | 2015 |
| An empirical investigation on wrapper-based feature selection for predicting software quality H Wang, TM Khoshgoftaar, A Napolitano International Journal of Software Engineering and Knowledge Engineering 25 …, 2015 | 14 | 2015 |
| A study of software metric selection techniques: Stability analysis and defect prediction model performance H Wang, TM Khoshgoftaar, Q Liang International journal on artificial intelligence tools 22 (05), 1360010, 2013 | 13 | 2013 |
