Prof. KEUNG Wai Jacky (姜煒)
Research Output
- 2018
- 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 host publication) › peer-review
Scopus citations: 21 - 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. 534-550Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 216 - Published
- 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. 699Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - 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: 28 - 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. 636-648Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 25 - 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. 37-54Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 25 - 2017
- Published
Adoption of Computer Programming Exercises for Automatic Assessment — Issues and Caution
YU, Y. T., TANG, C. M., POON, C. K. & KEUNG, J. W., Dec 2017, Workshop Proceedings of the 25th International Conference on Computers in Education. Hayashi, Y. (ed.). Asia-Pacific Society for Computers in Education, p. 555-564Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
Correlation between the Frequent Use of Gang-of-Four Design Patterns and Structural Complexity
Hussain, S., Keung, J., Khan, A. A. & Bennin, K. E., Dec 2017, Proceedings - 24th Asia-Pacific Software Engineering Conference (APSEC 2017). Lv, J., Zhang, H. (., Hinchey, M. & Liu, X. (eds.). IEEE, Vol. 2017-December. p. 189-198Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
Identifying Textual Features of High-Quality Questions: An Empirical Study on Stack Overflow
Mi, Q., Gao, Y., Keung, J., Xiao, Y. & Mensah, S., Dec 2017, Proceedings - 24th Asia-Pacific Software Engineering Conference, APSEC 2017. Lv, J., Zhang, H. (., Hinchey, M. & Liu, X. (eds.). IEEE, p. 636-641 (Asia-Pacific Software Engineering Conference ).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
Impact of the Distribution Parameter of Data Sampling Approaches on Software Defect Prediction Models
Bennin, K. E., Keung, J. & Monden, A., Dec 2017, Proceedings - 24th Asia-Pacific Software Engineering Conference, APSEC 2017. Lv, J., Zhang, H. (., Hinchey, M. & Liu, X. (eds.). IEEE, p. 630-635 (Asia-Pacific Software Engineering Conference).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 7 - Published
Improving Bug Localization with an Enhanced Convolutional Neural Network
Xiao, Y., Keung, J., Mi, Q. & Bennin, K. E., Dec 2017, Proceedings - 24th Asia-Pacific Software Engineering Conference (APSEC 2017). Lv, J., Zhang, H. (., Hinchey, M. & Liu, X. (eds.). IEEE, p. 338-347 (Proceedings - Asia-Pacific Software Engineering Conference, APSEC; vol. 2017-December).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 38 - Published
The Significant Effects of Data Sampling Approaches on Software Defect Prioritization and Classification
Bennin, K. E., Keung, J., Monden, A., Phannachitta, P. & Mensah, S., Nov 2017, Proceedings : 11th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2017. The Institute of Electrical and Electronics Engineers, Inc., p. 364-373 (International Symposium on Empirical Software Engineering and Measurement; vol. 2017-November).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 28 - Published
Utilizing cluster quality in hierarchical clustering for analogy-based software effort estimation
Wu, J. H. C. & Keung, J. W., Nov 2017, Proceedings of 2017 IEEE 8th International Conference on Software Engineering and Service Science . Li, W., M. Surendra, P. B. & Lei, X. (eds.). IEEE, p. 1-4Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - Published
Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study
Huang, J., Keung, J. W., Sarro, F., Li, Y., Yu, Y. T., Chan, W. K. & Sun, H., Oct 2017, In: Journal of Systems and Software. 132, p. 226-252Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 55 - Published
Systematic literature reviews of software process improvement: A tertiary study
Khan, A. A., Keung, J., Niazi, M., Hussain, S. & Zhang, H., Sept 2017, Systems, Software and Services Process Improvement: 24th European Conference, EuroSPI 2017, Ostrava, Czech Republic, September 6–8, 2017, Proceedings. Stolfa, J., Stolfa, S., O'Connor, R. V. & Messnarz, R. (eds.). Springer, Cham, p. 177-190 (Communications in Computer and Information Science; vol. 748).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 15 - Published
Investigating the Significance of Bellwether Effect to improve Software Effort Estimation
Mensah, S., Keung, J., MacDonell, S. G., Bosu, M. F. & Bennin, K. E., Aug 2017, 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS). IEEE, p. 340-351 8009938. (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 host publication) › peer-review
Scopus citations: 10 - Published
The Effect of Gang-of-Four Design Patterns Usage on Design Quality Attributes
Hussain, S., Keung, J. & Khan, A. A., Aug 2017, 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS). IEEE, p. 263-273 8009931. (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 host publication) › peer-review
Scopus citations: 3 - Published
An empirical analysis of three-stage data-preprocessing for analogy-based software effort estimation on the ISBSG data
Huang, J., Li, Y., Keung, J. W., Yu, Y. T. & Chan, W. K., 28 Jul 2017, Proceedings - 2017 IEEE International Conference on Software Quality, Reliability and Security, QRS 2017. Institute of Electrical and Electronics Engineers Inc., p. 442-449 8009948Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 16 - Online published
A framework for ranking of software design patterns
Hussain, S., Keung, J. & Khan, A. A., 5 Jul 2017, (Online published) Advances in Intelligent Systems and Computing: Complex, Intelligent, and Software Intensive Systems : Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2017). B., L., T. & O. (eds.). Springer Verlag, Vol. 611. p. 205-215 (Advances in Intelligent Systems and Computing; vol. 611).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 5