Dr. BENNIN Kwabena Ebo

Research Output

  1. 2021
  2. Published

    Inter-release defect prediction with feature selection using temporal chunk-based learning: An empirical study

    Kabir, M. A., Keung, J., Turhan, B. & Bennin, K. E., Dec 2021, In: Applied Soft Computing. 113, Part A, 107870.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  3. Published

    COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction

    Feng, S., Keung, J., Yu, X., Xiao, Y., Bennin, K. E., Kabir, M. A. & Zhang, M., Jan 2021, In: Information and Software Technology. 129, 106432.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 29
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  4. 2020
  5. Published

    Revisiting the Impact of Concept Drift on Just-in-Time Quality Assurance

    Bennin, K. E., Ali, N. B., Börstler, J. & Yu, X., Dec 2020, Proceedings 2020 IEEE 20th International Conference on Software Quality, Reliability, and Security: QRS 2020. IEEE, p. 53-59 9282807. (Proceedings - IEEE International Conference on Software Quality, Reliability, and Security, QRS).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 2
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  6. Published

    A Drift Propensity Detection Technique to Improve the Performance for Cross-Version Software Defect Prediction

    Kabir, M. A., Keung, J. W., Bennin, K. E. & Zhang, M., Jul 2020, Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC 2020). IEEE, p. 882-891 10 p. 9202527. (Proceedings - International Computer Software and Applications Conference).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 4
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  7. Published

    Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM

    Yu, X., Liu, J., Keung, J. W., Li, Q., Bennin, K. E., Xu, Z., Wang, J. & 1 others, Cui, X., Mar 2020, In: IEEE Transactions on Reliability. 69, 1, p. 139-153

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 15
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  8. 2019
  9. Published

    On the relative value of data resampling approaches for software defect prediction

    Bennin, K. E., Keung, J. W. & Monden, A., Apr 2019, In: Empirical Software Engineering. 24, 2, p. 602-636 35 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 33
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  10. Published

    An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction

    Yu, X., Bennin, K. E., Liu, J., Keung, J. W., Yin, X. & Xu, Z., Feb 2019, SANER '19 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering. Wang, X., Lo, D. & Shihab, E. (eds.). IEEE, p. 298-309 8668033. (Proceedings of the ... IEEE International Conference on Software Analysis, Evolution, and Reengineering).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 14
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  11. Published

    Improving bug localization with word embedding and enhanced convolutional neural networks

    Xiao, Y., Keung, J., Bennin, K. E. & Mi, Q., Jan 2019, In: Information and Software Technology. 105, p. 17-29

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 44
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  12. 2018
  13. Published

    Revisiting the size effect in software fault prediction models

    Tahir, A., Bennin, K. E., Macdonell, S. G. & Marsland, S., Oct 2018, Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement. ACM New York, a23. (International Symposium on Empirical Software Engineering and Measurement).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 5
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  14. Published

    Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study

    Mensah, S., Keung, J., MacDonell, S. G., Bosu, M. F. & Bennin, K. E., Sep 2018, In: IEEE Transactions on Reliability. 67, 3, p. 1176-1198

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 10
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  15. Published

    Cross project defect prediction using class distribution estimation and oversampling

    Limsettho, N., Bennin, K. E., Keung, J. W., Hata, H. & Matsumoto, K., Aug 2018, In: Information and Software Technology. 100, p. 87-102

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 25
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  16. Published

    Machine translation-based bug localization technique for bridging lexical gap

    Xiao, Y., Keung, J., Bennin, K. E. & Mi, Q., Jul 2018, In: Information and Software Technology. 99, p. 58-61

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 23
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  17. Published

    Revisiting the Conclusion Instability Issue in Software Effort Estimation

    Bosu, M. F., Mensah, S., Bennin, K. & Abuaiadah, D., Jul 2018, SEKE 2018: Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering. Pittsburgh, PA: Knowledge Systems Institute Graduate School, p. 368-371 (Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering, SEKE; vol. 2018).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 1
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  18. Published

    Bug Localization with Semantic and Structural Features using Convolutional Neural Network and Cascade Forest

    Xiao, Y., Keung, J., Mi, Q. & Bennin, K. E., Jun 2018, Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering 2018, EASE 2018. Association for Computing Machinery, (ACM International Conference Proceeding Series).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 11
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  19. Published

    MAHAKIL: Diversity based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction

    Bennin, K. E., Keung, J., Phannachitta, P., Monden, A. & Mensah, S., Jun 2018, In: IEEE Transactions on Software Engineering. 44, 6, p. 534-550

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 153
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  20. Published

    Cross-company defect prediction via semi-supervised clustering-based data filtering and MSTrA-based transfer learning

    Yu, X., Wu, M., Jian, Y., Bennin, K. E., Fu, M. & Ma, C., May 2018, In: Soft Computing. 22, 10, p. 3461-3472

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 24
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  21. Published

    MAHAKIL: Diversity based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction: Extended Abstract

    Bennin, K. E., Keung, J., Phannachitta, P., Monden, A. & Mensah, S., May 2018, ICSE '18 - Proceedings of the 40th International Conference on Software Engineering. ACM New York, p. 699

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 5
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  22. Published

    Duplex output software effort estimation model with self-guided interpretation

    Mensah, S., Keung, J., Bosu, M. F. & Bennin, K. E., Feb 2018, In: Information and Software Technology. 94, p. 1-13

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 25
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  23. Published

    Comparing learning to rank techniques in hybrid bug localization

    Shi, Z., Keung, J., Bennin, K. E. & Zhang, X., Jan 2018, In: Applied Soft Computing Journal. 62, p. 636-648

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 24
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  24. Published

    On the value of a prioritization scheme for resolving Self-admitted technical debt

    Mensah, S., Keung, J., Svajlenko, J., Bennin, K. E. & Mi, Q., Jan 2018, In: Journal of Systems and Software. 135, p. 37-54

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 22
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