Burak Turhan

Assoc Professor

  • Exhibition Walk, 25

    Australia

Accepting PhD Students

PhD projects

I am always open to supervise prospective PhD candidates who have a keen interest and demostrated ability in empirical software engineering and applications of AI/ML in software engineering. I expect you to develop initial ideas about your potential PhD project before contacting me.

20072023

Research output per year

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Research Output

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Article
2009

Analysis of Naive Bayes' assumptions on software fault data: An empirical study

Turhan, B. & Bener, A., 1 Feb 2009, In : Data and Knowledge Engineering. 68, 2, p. 278-290 13 p.

Research output: Contribution to journalArticleResearchpeer-review

81 Citations (Scopus)

A new perspective on data homogeneity in software cost estimation: A study in the embedded systems domain

Bakir, A., Turhan, B. & Bener, A. B., 1 Jan 2009, In : Software Quality Journal. 18, 1, p. 57-80 24 p.

Research output: Contribution to journalArticleResearchpeer-review

22 Citations (Scopus)

An expert system for determining candidate software classes for refactoring

Kosker, Y., Turhan, B. & Bener, A., 1 Aug 2009, In : Expert Systems with Applications. 36, 6, p. 10000-10003 4 p.

Research output: Contribution to journalArticleResearchpeer-review

17 Citations (Scopus)

Data mining source code for locating software bugs: A case study in telecommunication industry

Turhan, B., Kocak, G. & Bener, A., 1 Aug 2009, In : Expert Systems with Applications. 36, 6, p. 9986-9990 5 p.

Research output: Contribution to journalArticleResearchpeer-review

34 Citations (Scopus)

Ensemble of neural networks with associative memory (ENNA) for estimating software development costs

Kultur, Y., Turhan, B. & Bener, A., 1 Aug 2009, In : Knowledge-Based Systems. 22, 6, p. 395-402 8 p.

Research output: Contribution to journalArticleResearchpeer-review

37 Citations (Scopus)

Feature weighting heuristics for analogy-based effort estimation models

Tosun, A., Turhan, B. & Bener, A. B., 1 Sep 2009, In : Expert Systems with Applications. 36, 7, p. 10325-10333 9 p.

Research output: Contribution to journalArticleResearchpeer-review

32 Citations (Scopus)

On the relative value of cross-company and within-company data for defect prediction

Turhan, B., Menzies, T., Bener, A. B. & Di Stefano, J., 1 Oct 2009, In : Empirical Software Engineering. 14, 5, p. 540-578 39 p.

Research output: Contribution to journalArticleResearchpeer-review

314 Citations (Scopus)
2010

Defect prediction from static code features: Current results, limitations, new approaches

Menzies, T., Milton, Z., Turhan, B., Cukic, B., Jiang, Y. & Bener, A., 1 Dec 2010, In : Automated Software Engineering. 17, 4, p. 375-407 33 p.

Research output: Contribution to journalArticleResearchpeer-review

215 Citations (Scopus)

Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry

Tosun, A., Bener, A., Turhan, B. & Menzies, T., 1 Nov 2010, In : Information and Software Technology. 52, 11, p. 1242-1257 16 p.

Research output: Contribution to journalArticleResearchpeer-review

46 Citations (Scopus)

What do we know about test-driven development?

Shull, F., Melnik, G., Turhan, B., Layman, L., Diep, M. & Erdogmus, H., 1 Nov 2010, In : IEEE Software. 27, 6, p. 16-19 4 p., 5604358.

Research output: Contribution to journalArticleResearch

43 Citations (Scopus)
2011

A comparative study for estimating software development effort intervals

Bakir, A., Turhan, B. & Bener, A., 1 Jan 2011, In : Software Quality Journal. 19, 3, p. 537-552 16 p.

Research output: Contribution to journalArticleResearchpeer-review

11 Citations (Scopus)

An industrial case study of classifier ensembles for locating software defects

Misirli, A. T., Bener, A. B. & Turhan, B., 1 Jan 2011, In : Software Quality Journal. 19, 3, p. 515-536 22 p.

Research output: Contribution to journalArticleResearchpeer-review

50 Citations (Scopus)
2012

Learning better inspection optimization policies

Lumpe, M., Vasa, R., Menzies, T., Rush, R. & Turhan, B., 1 Aug 2012, In : International Journal of Software Engineering and Knowledge Engineering. 22, 5, p. 621-644 24 p.

Research output: Contribution to journalArticleResearchpeer-review

4 Citations (Scopus)

On the dataset shift problem in software engineering prediction models

Turhan, B., 1 Feb 2012, In : Empirical Software Engineering. 17, 1-2, p. 62-74 13 p.

Research output: Contribution to journalArticleResearchpeer-review

51 Citations (Scopus)
2013

A retrospective study of software analytics projects: In-depth interviews with practitioners

Misirli, A. T., Caglayan, B., Bener, A. & Turhan, B., 20 Sep 2013, In : IEEE Software. 30, 5, p. 54-61 8 p., 6547143.

Research output: Contribution to journalArticleResearchpeer-review

12 Citations (Scopus)

Empirical evaluation of the effects of mixed project data on learning defect predictors

Turhan, B., Tosun Misirli, A. & Bener, A., 1 Jun 2013, In : Information and Software Technology. 55, 6, p. 1101-1118 18 p.

Research output: Contribution to journalArticleResearchpeer-review

68 Citations (Scopus)

Local versus global lessons for defect prediction and effort estimation

Menzies, T., Butcher, A., Cok, D., Marcus, A., Layman, L., Shull, F., Turhan, B. & Zimmermann, T., 10 Jun 2013, In : IEEE Transactions on Software Engineering. 39, 6, p. 822-834 13 p., 6363444.

Research output: Contribution to journalArticleResearchpeer-review

113 Citations (Scopus)
2014

On the role of tests in test-driven development: a differentiated and partial replication

Fucci, D. & Turhan, B., Apr 2014, In : Empirical Software Engineering. 19, 2, p. 277-302 26 p.

Research output: Contribution to journalArticleResearchpeer-review

15 Citations (Scopus)
2015

Towards an operationalization of test-driven development skills: an industrial empirical study

Fucci, D., Turhan, B., Juristo, N., Dieste, O., Tosun-Misirli, A. & Oivo, M., Dec 2015, In : Information and Software Technology. 68, p. 82-97 16 p.

Research output: Contribution to journalArticleResearchpeer-review

13 Citations (Scopus)
2016

Data mining for software engineering and humans in the loop

Minku, L. L., Mendes, E. & Turhan, B., Nov 2016, In : Progress in Artificial Intelligence. 5, 4, p. 307-314 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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11 Citations (Scopus)
2017

A Dissection of the Test-Driven Development Process: Does It Really Matter to Test-First or to Test-Last?

Fucci, D., Erdogmus, H., Turhan, B., Oivo, M. & Juristo, N., 1 Jul 2017, In : IEEE Transactions on Software Engineering. 43, 7, p. 597-614 18 p., 7592412.

Research output: Contribution to journalArticleResearchpeer-review

25 Citations (Scopus)

An industry experiment on the effects of test-driven development on external quality and productivity

Tosun, A., Dieste, O., Fucci, D., Vegas, S., Turhan, B., Erdogmus, H., Santos, A., Oivo, M., Toro, K., Jarvinen, J. & Juristo, N., 2017, In : Empirical Software Engineering. 22, 6, p. 2763-2805 43 p.

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Empirical evaluation of the effects of experience on code quality and programmer productivity: an exploratory study

Dieste, O., Aranda, A. M., Uyaguari, F., Turhan, B., Tosun, A., Fucci, D., Oivo, M. & Juristo, N., 2017, In : Empirical Software Engineering. 22, 5, p. 2457-2542 86 p.

Research output: Contribution to journalArticleResearchpeer-review

14 Citations (Scopus)

Findings from a multi-method study on test-driven development

Romano, S., Fucci, D., Scanniello, G., Turhan, B. & Juristo, N., Sep 2017, In : Information and Software Technology. 89, p. 64-77 14 p.

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)
2018

A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction

Hosseini, S., Turhan, B. & Mäntylä, M., Mar 2018, In : Information and Software Technology. 95, p. 296-312 17 p.

Research output: Contribution to journalArticleResearchpeer-review

26 Citations (Scopus)

Empirical software engineering experts on the use of students and professionals in experiments

Falessi, D., Juristo, N., Wohlin, C., Turhan, B., Münch, J., Jedlitschka, A. & Oivo, M., Feb 2018, In : Empirical Software Engineering. 23, 1, p. 452-489 38 p.

Research output: Contribution to journalArticleResearchpeer-review

37 Citations (Scopus)

What do we (really) know about test-driven development?

Karac, I. & Turhan, B., Jul 2018, In : IEEE Software. 35, 4, p. 81-85 5 p.

Research output: Contribution to journalArticleOtherpeer-review

2 Citations (Scopus)
2019

A controlled experiment on time pressure and confirmation bias in functional software testing

Salman, I., Turhan, B. & Vegas, S., Aug 2019, In : Empirical Software Engineering. 24, 4, p. 1727-1761 35 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

A systematic literature review and meta-analysis on cross project defect prediction

Hosseini, S., Turhan, B. & Gunarathna, D., 1 Feb 2019, In : IEEE Transactions on Software Engineering. 45, 2, p. 111-147 37 p., 8097045.

Research output: Contribution to journalArticleResearchpeer-review

26 Citations (Scopus)

Cognitive biases in software engineering: a systematic mapping study

Mohanani, R., Salman, I., Turhan, B., Rodriguez, P. & Ralph, P., 1 Jan 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 20 p.

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Key stakeholder's value propositions for feature selection in software-intensive products: an industrial case study

Rodriguez, P., Mendes, E. & Turhan, B., 2019, (Accepted/In press) In : IEEE Transactions on Software Engineering. 24 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)
2020

Increasing validity through replication: an illustrative TDD case

Santos, A., Vegas, S., Uyaguari, F., Dieste, O., Turhan, B. & Juristo, N., 26 Mar 2020, (Accepted/In press) In : Software Quality Journal. 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access