Data Processing

Data Processing

ISSNs: 0950-5849, 0011-684X

Additional searchable ISSN (Electronic): 1873-6025

Elsevier BV, Netherlands

Scopus rating (2020): CiteScore 8.6

Journal

Journal Metrics
1 - 20 out of 39Page size: 20

Research Output

  1. 2021
  2. Online 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 journal › peer-review

    Scopus citations: 1
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  3. 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 journal › peer-review

    Scopus citations: 2
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  4. 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 journal › peer-review

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  5. 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 journal › peer-review

    Scopus citations: 1
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  6. 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 journal › peer-review

    Scopus citations: 3
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  7. 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 journal › peer-review

    Scopus citations: 10
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  8. 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 journal › peer-review

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  9. 2019
  10. 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 journal › peer-review

    Scopus citations: 32
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  11. 2018
  12. 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 journal › peer-review

    Scopus citations: 11
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  13. 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 journal › peer-review

    Scopus citations: 15
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  14. 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 journal › peer-review

    Scopus citations: 18
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  15. 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 journal › peer-review

    Scopus citations: 1
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  16. 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 journal › peer-review

    Scopus citations: 17
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  17. 2017
  18. 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 journal › peer-review

    Scopus citations: 83
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  19. 2015
  20. 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 journal › peer-review

    Scopus citations: 70
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  21. 2013
  22. 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 journal › peer-review

    Scopus citations: 17
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  23. Published

    A general noise-reduction framework for fault localization of Java programs

    Xu, J., Zhang, Z., Chan, W. K., Tse, T. H. & Li, S., May 2013, In: Information and Software Technology. 55, 5, p. 880-896

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

    Scopus citations: 24
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  24. Published

    On the adoption of MC/DC and control-flow adequacy for a tight integration of program testing and statistical fault localization

    Jiang, B., Zhai, K., Chan, W. K., Tse, T. H. & Zhang, Z., May 2013, In: Information and Software Technology. 55, 5, p. 897-917

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

    Scopus citations: 18
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  25. 2012
  26. Published

    How well does test case prioritization integrate with statistical fault localization?

    Jiang, B., Zhang, Z., Chan, W. K., Tse, T. H. & Chen, T. Y., Jul 2012, In: Information and Software Technology. 54, 7, p. 739-758

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

    Scopus citations: 42
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  27. Published

    Fault-based test suite prioritization for specification-based testing

    Yu, Y. T. & Lau, M. F., Feb 2012, In: Information and Software Technology. 54, 2, p. 179-202

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

    Scopus citations: 37
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