Ayşe (Bener) Başar
Ayşe (Bener) Başar
Toronto Metropolitan University (formerly Ryerson University)
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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, 540-578, 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, 375-407, 2010
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
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
Analysis of Naive Bayes’ assumptions on software fault data: An empirical study
B Turhan, A Bener
Data & Knowledge Engineering 68 (2), 278-290, 2009
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
Semantic matchmaker with precondition and effect matching using SWRL
AB Bener, V Ozadali, ES Ilhan
Expert systems with applications 36 (5), 9371-9377, 2009
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
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
Mobile web services: a new agent-based framework
M Adacal, AB Bener
IEEE Internet Computing 10 (3), 58-65, 2006
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
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
Interpreting financial time series with SHAP values
KE Mokhtari, BP Higdon, A Başar
Proceedings of the 29th annual international conference on computer science …, 2019
Software defect identification using machine learning techniques
E Ceylan, FO Kutlubay, AB Bener
32nd EUROMICRO Conference on Software Engineering and Advanced Applications …, 2006
An industrial case study of classifier ensembles for locating software defects
AT Mısırlı, AB Bener, B Turhan
Software Quality Journal 19, 515-536, 2011
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
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
Bayesian networks for evidence-based decision-making in software engineering
AT Misirli, AB Bener
IEEE Transactions on Software Engineering 40 (6), 533-554, 2014
Practical considerations in deploying ai for defect prediction: a case study within the turkish telecommunication industry
A Tosun, B Turhan, A Bener
Proceedings of the 5th International Conference on Predictor Models in …, 2009
Ensemble of neural networks with associative memory (ENNA) for estimating software development costs
Y Kultur, B Turhan, A Bener
Knowledge-Based Systems 22 (6), 395-402, 2009
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