| The impact of feature selection on defect prediction performance: An empirical comparison Z Xu, J Liu, Z Yang, G An, X Jia ISSRE--International Symposium on Software Reliability Engineering, 309-320, 2016 | 121 | 2016 |
| Software defect prediction based on kernel PCA and weighted extreme learning machine Z Xu, J Liu, X Luo, Z Yang, Y Zhang, P Yuan, Y Tang, T Zhang IST--Information and Software Technology, 2018 | 78 | 2018 |
| MICHAC: Defect prediction via feature selection based on maximal information coefficient with hierarchical agglomerative clustering Z Xu, J Xuan, J Liu, X Cui SANER--International Conference on Software Analysis, Evolution, and …, 2016 | 58 | 2016 |
| Noisy-As-Clean: Learning unsupervised denoising from the corrupted image J Xu, Y Huang, MM Cheng, L Liu, F Zhu, Z Xu, L Shao arXiv preprint arXiv:1906.06878, 2020 | 51* | 2020 |
| Cross-version defect prediction via hybrid active learning with kernel principal component analysis Z Xu, J Liu, X Luo, T Zhang SANER--International Conference on Software Analysis, Evolution and …, 2018 | 48 | 2018 |
| Cross Version Defect Prediction with Representative Data via Sparse Subset Selection Z Xu, S Li, Y Tang, X Luo, T Zhang, J Liu, J Xu ICPC--International Conference on Program Comprehension, 2018 | 31 | 2018 |
| LDFR: Learning Deep Feature Representation for Software Defect Prediction Z Xu, S Li, J Xu, J Liu, X Luo, Y Zhang, T Zhang, J Keung, T Yutian JSS--Journal of Systems and Software, 2019 | 30 | 2019 |
| Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning Z Xu, S Pang, T Zhang, L Xiapu, L Jin, Y Tang, X Yu, L Xue JCST--Journal Of Computer Science and Technology, 2019 | 29 | 2019 |
| TSTSS: A Two-Stage Training Subset Selection Framework for Cross Version Defect Prediction Z Xu, S Li, X Luo, J Liu, T Zhang, Y Tang, J Xu, P Yuan, J Keung JSS--Journal of Systems and Software, 2019 | 26 | 2019 |
| HDA: Cross-Project Defect Prediction via Heterogeneous Domain Adaptation With Dictionary Learning Z Xu, P Yuan, T Zhang, Y Tang, S Li, Z Xia IEEE ACCESS, 2018 | 25 | 2018 |
| Bug Severity Prediction Using Question-and-Answer Pairs from Stack Overflow Y Tan, S Xu, Z Wang, T Zhang, Z Xu, X Luo NASAC--National Software Application Conference, 2019 | 18 | 2019 |
| A comprehensive comparative study of clustering-based unsupervised defect prediction models Z Xu, L Li, M Yan, J Liu, X Luo, J Grundy, Y Zhang, X Zhang Journal of Systems and Software 172, 110862, 2020 | 16 | 2020 |
| Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM X Yu, J Liu, JW Keung, Q Li, KE Bennin, Z Xu, J Wang, X Cui TR--IEEE Transactions on Reliability, 2019 | 16 | 2019 |
| An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction X Yu, KE Bennin, J Liu, JW Keung, X Yin, Z Xu SANER--International Conference on Software Analysis, Evolution and …, 2019 | 13 | 2019 |
| Simplified deep forest model based just-in-time defect prediction for Android mobile apps K Zhao, Z Xu, T Zhang, Y Tang, M Yan IEEE Transactions on Reliability 70 (2), 848-859, 2021 | 10 | 2021 |
| All your app links are belong to us: understanding the threats of instant apps based attacks Y Tang, Y Sui, H Wang, X Luo, H Zhou, Z Xu Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 10 | 2020 |
| Two-Stage Attention-Based Model for Code Search with Textual and Structural Features L Xu, H Yang, C Liu, J Shuai, M Yan, Y Lei, Z Xu 2021 IEEE International Conference on Software Analysis, Evolution and …, 2021 | 7 | 2021 |
| Feature selection and embedding based cross project framework for identifying crashing fault residence Z Xu, T Zhang, J Keung, M Yan, X Luo, X Zhang, L Xu, Y Tang Information and Software Technology 131, 106452, 2021 | 7 | 2021 |
| Identifying Crashing Fault Residence Based on Cross Project Model Z Xu, T Zhang, Y Zhang, Y Tang, J Liu, X Luo, J Keung, X Cui ISSRE--International Symposium on Software Reliability Engineering, 2019 | 7 | 2019 |
| MVSE: Effort- Aware Heterogeneous Defect Prediction via Multiple-View Spectral Embedding Z Xu, S Ye, T Zhang, Z Xia, S Pang, Y Wang, Y Tang QRS--19th International Conference on Software Quality, Reliability, and …, 2019 | 7 | 2019 |
Tao Zhang (張濤)School of Computer Science and Engineering, Macau University of Science and TechnologyVerified email at must.edu.mo
