Data Processing

Data Processing

ISSNs: 0950-5849, 0011-684X

Additional searchable ISSN (Electronic): 1873-6025

Elsevier BV, Netherlands

Scopus rating (2019): CiteScore 7.6 SJR 0.781 SNIP 2.555

Journal

Journal Metrics

Research Output

  1. 2022
  2. Published

    Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information

    Zhang, F., Yu, X., Keung, J., Li, F., Xie, Z., Yang, Z., Ma, C. & 1 others, Zhang, Z., Aug 2022, In: Information and Software Technology. 148, 106922.

    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

    CASMS: Combining clustering with attention semantic model for identifying security bug reports

    Ma, X., Keung, J., Yang, Z., Yu, X., Li, Y. & Zhang, H., Jul 2022, In: Information and Software Technology. 147, 106906.

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

    Scopus citations: 1
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  4. Published

    Predicting the precise number of software defects: Are we there yet?

    Yu, X., Keung, J., Xiao, Y., Feng, S., Li, F. & Dai, H., Jun 2022, In: Information and Software Technology. 146, 106847.

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

    Scopus citations: 5
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  5. 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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  6. 2021
  7. 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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  8. Published

    A systematic review of scheduling approaches on multi-tenancy cloud platforms

    Ru, J., Yang, Y., Grundy, J., Keung, J. & Hao, L., Apr 2021, In: Information and Software Technology. 132, 106478.

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

    Scopus citations: 8
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  9. 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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  10. Published

    Dynamic random testing with test case clustering and distance-based parameter adjustment

    Pei, H., Yin, B., Xie, M. & Cai, K., Mar 2021, In: Information and Software Technology. 131, 106470.

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

    Scopus citations: 6
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  11. Published

    Feature selection and embedding based cross project framework for identifying crashing fault residence

    Xu, Z., Zhang, T., Keung, J., Yan, M., Luo, X., Zhang, X., Xu, L. & 1 others, Tang, Y., Mar 2021, In: Information and Software Technology. 131, 106452.

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

    Scopus citations: 7
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  12. 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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  13. 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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  14. 2019
  15. 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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  16. 2018
  17. Published

    Improving Code Readability Classification using Convolutional Neural Networks

    Mi, Q., Keung, J., Xiao, Y., Mensah, S. & Gao, Y., Dec 2018, In: Information and Software Technology. 104, p. 60-71

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

    Scopus citations: 17
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  18. 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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  19. 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: 22
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  20. Published

    Not all bug reopens are negative: A case study on eclipse bug reports

    Mi, Q., Keung, J., Huo, Y. & Mensah, S., Jul 2018, In: Information and Software Technology. 99, p. 93-97

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

    Scopus citations: 2
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  21. 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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  22. 2017
  23. Online published

    Systematic literature review and empirical investigation of barriers to process improvement in global software development: Client–vendor perspective

    Khan, A. A., Keung, J., Niazi, M., Hussain, S. & Ahmad, A., 19 Mar 2017, (Online published) In: Information and Software Technology. 87, p. 180-205

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

    Scopus citations: 110
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  24. 2015
  25. Published

    An empirical analysis of data preprocessing for machine learning-based software cost estimation

    Huang, J., Li, Y. & Xie, M., Nov 2015, In: Information and Software Technology. 67, p. 108-127

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

    Scopus citations: 98
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  26. 2013
  27. Published

    FCA-CIA: An approach of using FCA to support cross-level change impact analysis for object oriented Java programs

    Li, B., Sun, X. & Keung, J., Aug 2013, In: Information and Software Technology. 55, 8, p. 1437-1449

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

    Scopus citations: 18
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