ZHANG Miao (張妙)

Research Output

  1. 2022
  2. Published

    The impact of the distance metric and measure on SMOTE-based techniques in software defect prediction

    Feng, S., Keung, J., Zhang, P., Xiao, Y. & Zhang, M., Feb 2022, In: Information and Software Technology. 142, 106742.

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

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  3. 2021
  4. Published

    AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features

    Yang, Z., Keung, J., Kabir, M. A., Yu, X., Tang, Y., Zhang, M. & Feng, S., Nov 2021, In: Applied Soft Computing. 111, 107649.

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

    Scopus citations: 1
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  5. Published

    Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction

    Feng, S., Keung, J., Yu, X., Xiao, Y. & Zhang, M., Nov 2021, In: Information and Software Technology. 139, 106662.

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

    Scopus citations: 18
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  6. Published

    An Integration Test Order Strategy to Consider Control Coupling

    Jiang, S., Zhang, M., Zhang, Y., Wang, R., Yu, Q. & Keung, J. W., 1 Jul 2021, In: IEEE Transactions on Software Engineering. 47, 7, p. 1350-1367

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

    Scopus citations: 5
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  7. Published

    Validating class integration test order generation systems with Metamorphic Testing

    Zhang, M., Keung, J. W., Chen, T. Y. & Xiao, Y., Apr 2021, In: Information and Software Technology. 132, 106507.

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

    Scopus citations: 1
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  8. 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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  9. Published

    Evaluating the effects of similar-class combination on class integration test order generation

    Zhang, M., Keung, J. W., Xiao, Y. & Kabir, M. A., Jan 2021, In: Information and Software Technology. 129, 106438.

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

    Scopus citations: 2
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  10. Published

    A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts

    Yang, Z., Keung, J., Yu, X., Gu, X., Wei, Z., Ma, X. & Zhang, M., 2021, Proceedings - 2021 IEEE/ACM 29th International Conference on Program Comprehension: ICPC 2021. IEEE, p. 1-12 12 p. 9463060. (IEEE International Conference on Program Comprehension).

    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: 10
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  11. Published

    ROCT: Radius-based class overlap cleaning technique to alleviate the class overlap problem in software defect prediction

    Feng, S., Keung, J., Liu, J., Xiao, Y., Yu, X. & Zhang, M., 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Institute of Electrical and Electronics Engineers Inc., p. 228-237 (Proceedings - IEEE Annual Computers, Software, and Applications Conference, COMPSAC).

    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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  12. 2020
  13. 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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  14. Published

    Smart Contracts Vulnerability Auditing With Multi-Semantics

    Yang, Z., Keung, J., Zhang, M., Xiao, Y., Huang, Y. & Hui, T., Jul 2020, Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020. Chan, W. K., Claycomb, B. & Takakura, H. (eds.). Los Alamitos, Calif.: Institute of Electrical and Electronics Engineers Inc., p. 892-901 9202747. (Proceedings - IEEE Annual Computers, Software, and Applications Conference, COMPSAC).

    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: 3
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  15. 2019
  16. Published

    A Heuristic Approach to Break Cycles for the Class Integration Test Order Generation

    Zhang, M., Keung, J., Xiao, Y., Kabir, M. A. & Feng, S., Jul 2019, 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019: Proceedings. Getov, V., Gaudiot, J., Yamai, N., Cimato, S., Chang, M., Teranishi, Y., Yang, J., Leong, H. V., Shahriar, H., Takemoto, M., Towey, D., Takakura, H., Elci, A., Takeuchi, S. & Puri, S. (eds.). IEEE, Vol. 1. p. 47-52 6 p. 8754218. (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: 1
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  17. Published

    Assessing the Significant Impact of Concept Drift in Software Defect Prediction

    Kabir, M. A., Keung, J. W., Bennin, K. E. & Zhang, M., Jul 2019, 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019: Proceedings. Getov, V., Gaudiot, J., Yamai, N., Cimato, S., Chang, M., Teranishi, Y., Yang, J., Leong, H. V., Shahriar, H., Takemoto, M., Towey, D., Takakura, H., Elci, A., Takeuchi, S. & Puri, S. (eds.). IEEE, p. 53-58 6 p. 8754363. (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: 7
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