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
Research Output
- 2022
- Online 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 journal › peer-review
- 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 journal › peer-review
- Online 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 journal › peer-review
- 2021
- 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: 5 - 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: 5 - 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
- 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: 2 - 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, , 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: 5 - 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: 15 - 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
- 2019
- 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. 17-29Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 38 - 2018
- 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. 60-71Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 14 - 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. 87-102Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 20 - 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. 58-61Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 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. 93-97Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - 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. 1-13Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 21 - 2017
- 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. 180-205Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 99 - 2015
- 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. 108-127Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 83 - 2013
- 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. 1437-1449Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 17 - 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. 880-896Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 26