2025
Does Treatment Adherence Impact Experiment Results in TDD?
IEEE Trans. Software Eng., January, 2025
What Do AI/ML Practitioners Think About AI/ML Bias?
IEEE Softw., 2025
Testability-driven development: An improvement to the TDD efficiency.
Comput. Stand. Interfaces, 2025
2024
On the Impact of Lower Recall and Precision in Defect Prediction for Guiding Search-based Software Testing.
ACM Trans. Softw. Eng. Methodol., July, 2024
Beyond Accuracy: An Empirical Study on Unit Testing in Open-source Deep Learning Projects.
ACM Trans. Softw. Eng. Methodol., May, 2024
Ethics in AI through the practitioner's view: a grounded theory literature review.
Empir. Softw. Eng., May, 2024
Ethics in the Age of AI: An Analysis of AI Practitioners' Awareness and Challenges.
ACM Trans. Softw. Eng. Methodol., March, 2024
Chat-like Asserts Prediction with the Support of Large Language Model.
CoRR, 2024
Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development.
CoRR, 2024
2023
Confirmation Bias and Time Pressure: A Family of Experiments in Software Testing.
IEEE Trans. Software Eng., December, 2023
Automated detection, categorisation and developers' experience with the violations of honesty in mobile apps.
Empir. Softw. Eng., November, 2023
An Experimental Assessment of Using Theoretical Defect Predictors to Guide Search-Based Software Testing.
IEEE Trans. Software Eng., 2023
What Would You do? An Ethical AI Quiz.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023
2022
What Leads to a Confirmatory or Disconfirmatory Behavior of Software Testers?
IEEE Trans. Software Eng., 2022
How Templated Requirements Specifications Inhibit Creativity in Software Engineering.
IEEE Trans. Software Eng., 2022
Use and Misuse of the Term "Experiment" in Mining Software Repositories Research.
IEEE Trans. Software Eng., 2022
Ground-Truth Deficiencies in Software Engineering: When Codifying the Past Can Be Counterproductive.
IEEE Softw., 2022
Search-based fairness testing for regression-based machine learning systems.
Empir. Softw. Eng., 2022
A fine-grained data set and analysis of tangling in bug fixing commits.
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Empir. Softw. Eng., 2022
Ethics in AI through the Developer's Prism: A Socio-Technical Grounded Theory Literature Review and Guidelines.
CoRR, 2022
On the Violation of Honesty in Mobile Apps: Automated Detection and Categories.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022
Software Engineers' Response to Public Crisis: Lessons Learnt from Spontaneously Building an Informative COVID-19 Dashboard.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Society ICSE (SEIS) 2022, 2022
2021
Requirements Framing Affects Design Creativity.
IEEE Trans. Software Eng., 2021
A Controlled Experiment with Novice Developers on the Impact of Task Description Granularity on Software Quality in Test-Driven Development.
IEEE Trans. Software Eng., 2021
The 8th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering.
ACM SIGSOFT Softw. Eng. Notes, 2021
On researcher bias in Software Engineering experiments.
J. Syst. Softw., 2021
Studying test-driven development and its retainment over a six-month time span.
J. Syst. Softw., 2021
A family of experiments on test-driven development.
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Empir. Softw. Eng., 2021
How good does a Defect Predictor need to be to guide Search-Based Software Testing?
CoRR, 2021
Inter-release defect prediction with feature selection using temporal chunk-based learning: An empirical study.
Appl. Soft Comput., 2021
A comparison of similarity based instance selection methods for cross project defect prediction.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
A First Look at Human Values-Violation in App Reviews.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Society, 2021
Does Domain Change the Opinion of Individuals on Human Values? A Preliminary Investigation on eHealth Apps End-users.
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021
2020
Key Stakeholders' Value Propositions for Feature Selection in Software-Intensive Products: An Industrial Case Study.
IEEE Trans. Software Eng., 2020
Cognitive Biases in Software Engineering: A Systematic Mapping Study.
IEEE Trans. Software Eng., 2020
Increasing validity through replication: an illustrative TDD case.
Softw. Qual. J., 2020
Guest Editorial: Special Issue on Predictive Models and Data Analytics in Software Engineering.
Empir. Softw. Eng., 2020
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Empir. Softw. Eng., 2020
Correction to: On the need of preserving order of data when validating within-project defect classifiers.
Empir. Softw. Eng., 2020
On the need of preserving order of data when validating within-project defect classifiers.
Empir. Softw. Eng., 2020
Large-Scale Manual Validation of Bug Fixing Commits: A Fine-grained Analysis of Tangling.
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CoRR, 2020
ACM SIGSOFT Empirical Standards.
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CoRR, 2020
Pandemic Programming: How COVID-19 affects software developers and how their organizations can help.
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CoRR, 2020
Defect Prediction Guided Search-Based Software Testing.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020
Researcher Bias in Software Engineering Experiments: a Qualitative Investigation.
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020
2019
A Systematic Literature Review and Meta-Analysis on Cross Project Defect Prediction.
IEEE Trans. Software Eng., 2019
A controlled experiment on time pressure and confirmation bias in functional software testing.
Empir. Softw. Eng., 2019
Guest editorial: special section on predictive models and data analytics in software engineering.
Empir. Softw. Eng., 2019
2018
Guest editorial: special issue on predictive models for software quality.
Softw. Qual. J., 2018
What Do We (Really) Know about Test-Driven Development?
IEEE Softw., 2018
A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction.
Inf. Softw. Technol., 2018
Four commentaries on the use of students and professionals in empirical software engineering experiments.
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Empir. Softw. Eng., 2018
Empirical software engineering experts on the use of students and professionals in experiments.
Empir. Softw. Eng., 2018
Preserving Order of Data When Validating Defect Prediction Models.
CoRR, 2018
The Effect of Noise on Sofware Engineers' Performance.
CoRR, 2018
On the effectiveness of unit tests in test-driven development.
Proceedings of the 2018 International Conference on Software and System Process, 2018
Effect of time-pressure on perceived and actual performance in functional software testing.
Proceedings of the 2018 International Conference on Software and System Process, 2018
The effect of noise on requirements comprehension.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018
An Exploratory Study of Search Based Training Data Selection for Cross Project Defect Prediction.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
A longitudinal cohort study on the retainment of test-driven development.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018
The effect of noise on software engineers' performance.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018
2017
A Dissection of the Test-Driven Development Process: Does It Really Matter to Test-First or to Test-Last?
IEEE Trans. Software Eng., 2017
Special section on realizing artificial intelligence synergies in software engineering.
Softw. Qual. J., 2017
Findings from a multi-method study on test-driven development.
Inf. Softw. Technol., 2017
An industry experiment on the effects of test-driven development on external quality and productivity.
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Empir. Softw. Eng., 2017
Empirical evaluation of the effects of experience on code quality and programmer productivity: an exploratory study.
Empir. Softw. Eng., 2017
Cognitive Biases in Software Engineering: A Systematic Mapping and Quasi-Literature Review.
CoRR, 2017
Guest editorial: special issue on realising artificial intelligence synergies in software engineering.
Autom. Softw. Eng., 2017
Proceedings of the 8th IEEE/ACM Workshop on Emerging Trends in Software Metrics, 2017
Perceptions of Creativity in Software Engineering Research and Practice.
Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017
2016
Students' and professionals' perceptions of test-driven development: a focus group study.
PeerJ Prepr., 2016
Results from an ethnographically-informed study in the context of test-driven development.
PeerJ Prepr., 2016
Data mining for software engineering and humans in the loop.
Prog. Artif. Intell., 2016
Search Based Training Data Selection For Cross Project Defect Prediction.
Proceedings of the The 12th International Conference on Predictive Models and Data Analytics in Software Engineering, 2016
Providing Tool-Support for Value-Based Decision-Making: A Usability Assessment.
Proceedings of the 42th Euromicro Conference on Software Engineering and Advanced Applications, 2016
An External Replication on the Effects of Test-driven Development Using a Multi-site Blind Analysis Approach.
Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2016
Simpler questions can lead to better insights.
Proceedings of the Perspectives on Data Science for Software Engineering, 2016
A success story in applying data science in practice.
Proceedings of the Perspectives on Data Science for Software Engineering, 2016
2015
Towards an operationalization of test-driven development skills: An industrial empirical study.
Inf. Softw. Technol., 2015
Estimating the Value of Decisions Relating to Managing and Developing Software-intensive Products and Projects.
Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering, 2015
4th International Workshop on Realizing AI Synergies in Software Engineering (RAISE 2015).
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015
Merits of Organizational Metrics in Defect Prediction: An Industrial Replication.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015
On the effects of programming and testing skills on external quality and productivity in a test-driven development context.
Proceedings of the 19th International Conference on Evaluation and Assessment in Software Engineering, 2015
2014
On the role of tests in test-driven development: a differentiated and partial replication.
Empir. Softw. Eng., 2014
A Comparison of Cross-Versus Single-Company Effort Prediction Models for Web Projects.
Proceedings of the 40th EUROMICRO Conference on Software Engineering and Advanced Applications, 2014
Impact of process conformance on the effects of test-driven development.
Proceedings of the 2014 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2014
Conformance factor in test-driven development: initial results from an enhanced replication.
Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering, 2014
Field Studies - A Methodology for Construction and Evaluation of Recommendation Systems in Software Engineering.
Proceedings of the Recommendation Systems in Software Engineering, 2014
2013
Local versus Global Lessons for Defect Prediction and Effort Estimation.
IEEE Trans. Software Eng., 2013
A Retrospective Study of Software Analytics Projects: In-Depth Interviews with Practitioners.
IEEE Softw., 2013
Empirical evaluation of the effects of mixed project data on learning defect predictors.
Inf. Softw. Technol., 2013
Data science for software engineering.
Proceedings of the 35th International Conference on Software Engineering, 2013
Message from the PROMISE 2013 Chairs.
Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013
Constructing Defect Predictors and Communicating the Outcomes to Practitioners.
Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013
A Replicated Experiment on the Effectiveness of Test-First Development.
Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013
2012
Learning Better Inspection Optimization Policies.
Int. J. Softw. Eng. Knowl. Eng., 2012
On the dataset shift problem in software engineering prediction models.
Empir. Softw. Eng., 2012
Dione: an integrated measurement and defect prediction solution.
Proceedings of the 20th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-20), 2012
Factors characterizing reopened issues: a case study.
Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012
2011
An industrial case study of classifier ensembles for locating software defects.
Softw. Qual. J., 2011
A comparative study for estimating software development effort intervals.
Softw. Qual. J., 2011
Empirical Evaluation of Mixed-Project Defect Prediction Models.
Proceedings of the 37th EUROMICRO Conference on Software Engineering and Advanced Applications, SEAA 2011, Oulu, Finland, August 30, 2011
How Effective Is Test-Driven Development?
Proceedings of the Making Software - What Really Works, and Why We Believe It., 2011
2010
A new perspective on data homogeneity in software cost estimation: a study in the embedded systems domain.
Softw. Qual. J., 2010
What Do We Know about Test-Driven Development?
IEEE Softw., 2010
Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry.
Inf. Softw. Technol., 2010
Defect prediction from static code features: current results, limitations, new approaches.
Autom. Softw. Eng., 2010
A Quantitative Comparison of Test-First and Test-Last Code in an Industrial Project.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2010
Agile Adoption Strategies in the Context of Agile in the Large: FLEXI Agile Adoption Industrial Inventory.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2010
Better, faster, and cheaper: what is better software?
Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 2010
Regularities in Learning Defect Predictors.
Proceedings of the Product-Focused Software Process Improvement, 2010
What Is Flowing in Lean Software Development?
Proceedings of the Lean Enterprise Software and Systems - First International Conference, 2010
2009
Ensemble of neural networks with associative memory (ENNA) for estimating software development costs.
Knowl. Based Syst., 2009
Data mining source code for locating software bugs: A case study in telecommunication industry.
Expert Syst. Appl., 2009
Feature weighting heuristics for analogy-based effort estimation models.
Expert Syst. Appl., 2009
An expert system for determining candidate software classes for refactoring.
Expert Syst. Appl., 2009
On the relative value of cross-company and within-company data for defect prediction.
Empir. Softw. Eng., 2009
Analysis of Naive Bayes' assumptions on software fault data: An empirical study.
Data Knowl. Eng., 2009
Prest: An Intelligent Software Metrics Extraction, Analysis and Defect Prediction Tool.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009
Practical considerations in deploying AI for defect prediction: a case study within the Turkish telecommunication industry.
Proceedings of the 5th International Workshop on Predictive Models in Software Engineering, 2009
Validation of network measures as indicators of defective modules in software systems.
Proceedings of the 5th International Workshop on Predictive Models in Software Engineering, 2009
How to build repeatable experiments.
Proceedings of the 5th International Workshop on Predictive Models in Software Engineering, 2009
Implementation of a Software Quality Improvement Project in an SME: A Before and After Comparison.
Proceedings of the 35th Euromicro Conference on Software Engineering and Advanced Applications, 2009
2008
Improving the performance of software defect predictors with internal and external information sources (Dahili ve harici bilgi kaynakları ile yazılım hata tahmini performansının iyileştirilmesi)
PhD thesis, 2008
ENNA: software effort estimation using ensemble of neural networks with associative memory.
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2008
Weighted Static Code Attributes for Software Defect Prediction.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008
Software Defect Prediction Using Call Graph Based Ranking (CGBR) Framework.
Proceedings of the 34th Euromicro Conference on Software Engineering and Advanced Applications, 2008
Implications of ceiling effects in defect predictors.
Proceedings of the 4th International Workshop on Predictor Models in Software Engineering, 2008
Nearest neighbor sampling for cross company defect predictors: abstract only.
Proceedings of the 2008 Workshop on Defects in Large Software Systems, 2008
Refactoring Prediction Using Class Complexity Metrics.
Proceedings of the ICSOFT 2008, 2008
Predicting Defects in a Large Telecommunication System.
Proceedings of the ICSOFT 2008, 2008
Software Effort Estimation as a Classification Problem.
Proceedings of the ICSOFT 2008, 2008
Ensemble of software defect predictors: a case study.
Proceedings of the Second International Symposium on Empirical Software Engineering and Measurement, 2008
2007
A Multivariate Analysis of Static Code Attributes for Defect Prediction.
Proceedings of the Seventh International Conference on Quality Software (QSIC 2007), 2007
Software Defect Prediction: Heuristics for Weighted Naïve Bayes.
Proceedings of the ICSOFT 2007, 2007
A Template for Real World Team Projects for Highly Populated Software Engineering Classes.
Proceedings of the 29th International Conference on Software Engineering (ICSE 2007), 2007
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
A Two-Step Model for Defect Density Estimation.
Proceedings of the 33rd EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA 2007), 2007
Evaluation of Feature Extraction Methods on Software Cost Estimation.
Proceedings of the First International Symposium on Empirical Software Engineering and Measurement, 2007