| On the relative value of cross-company and within-company data for defect prediction B Turhan, T Menzies, AB Bener, J Di Stefano Empirical Software Engineering 14 (5), 540-578, 2009 | 892 | 2009 |
| Defect prediction from static code features: current results, limitations, new approaches T Menzies, Z Milton, B Turhan, B Cukic, Y Jiang, A Bener Automated Software Engineering 17 (4), 375-407, 2010 | 623 | 2010 |
| Implications of ceiling effects in defect predictors T Menzies, B Turhan, A Bener, G Gay, B Cukic, Y Jiang Proceedings of the 4th international workshop on Predictor models in …, 2008 | 259 | 2008 |
| Exploiting the essential assumptions of analogy-based effort estimation E Kocaguneli, T Menzies, A Bener, JW Keung IEEE transactions on software engineering 38 (2), 425-438, 2011 | 255 | 2011 |
| Analysis of Naive Bayes’ assumptions on software fault data: An empirical study B Turhan, A Bener Data & Knowledge Engineering 68 (2), 278-290, 2009 | 200 | 2009 |
| Interpreting financial time series with SHAP values KE Mokhtari, BP Higdon, A Başar Proceedings of the 29th annual international conference on computer science …, 2019 | 165 | 2019 |
| Empirical evaluation of the effects of mixed project data on learning defect predictors B Turhan, AT Mısırlı, A Bener Information and Software Technology 55 (6), 1101-1118, 2013 | 150 | 2013 |
| Semantic matchmaker with precondition and effect matching using SWRL AB Bener, V Ozadali, ES Ilhan Expert systems with applications 36 (5), 9371-9377, 2009 | 119 | 2009 |
| Software effort estimation using machine learning methods B Baskeles, B Turhan, A Bener 2007 22nd international symposium on computer and information sciences, 1-6, 2007 | 119 | 2007 |
| Validation of network measures as indicators of defective modules in software systems A Tosun, B Turhan, A Bener Proceedings of the 5th international conference on predictor models in …, 2009 | 117 | 2009 |
| Predictive modeling of implantation outcome in an in vitro fertilization setting: an application of machine learning methods A Uyar, A Bener, HN Ciray Medical Decision Making 35 (6), 714-725, 2015 | 116 | 2015 |
| Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry A Tosun, A Bener, B Turhan, T Menzies Information and Software Technology 52 (11), 1242-1257, 2010 | 116 | 2010 |
| Mobile web services: a new agent-based framework M Adacal, AB Bener IEEE Internet Computing 10 (3), 58-65, 2006 | 109 | 2006 |
| Software defect identification using machine learning techniques E Ceylan, FO Kutlubay, AB Bener 32nd EUROMICRO Conference on Software Engineering and Advanced Applications …, 2006 | 100 | 2006 |
| An industrial case study of classifier ensembles for locating software defects AT Mısırlı, AB Bener, B Turhan Software Quality Journal 19 (3), 515-536, 2011 | 97 | 2011 |
| Bayesian networks for evidence-based decision-making in software engineering AT Misirli, AB Bener IEEE Transactions on Software Engineering 40 (6), 533-554, 2014 | 88 | 2014 |
| Reducing false alarms in software defect prediction by decision threshold optimization A Tosun, A Bener 2009 3rd International symposium on empirical software engineering and …, 2009 | 87 | 2009 |
| Data mining source code for locating software bugs: A case study in telecommunication industry B Turhan, G Kocak, A Bener Expert Systems with Applications 36 (6), 9986-9990, 2009 | 79 | 2009 |
| Predicting bug-fixing time: A replication study using an open source software project S Akbarinasaji, B Caglayan, A Bener journal of Systems and Software 136, 173-186, 2018 | 78 | 2018 |
| Empirical analyses of the factors affecting confirmation bias and the effects of confirmation bias on software developer/tester performance G Calikli, A Bener Proceedings of the 6th international conference on predictive models in …, 2010 | 77 | 2010 |
