Xiaoyan Zhu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 18

Top Topics

Defect Prediction

Top Venues

Softw. Pract. Exp.

Knowl. Based Syst.

Pattern Recognit.

Comput. Ind. Eng.

Publications

Xin Lai, Xin Lian, Jiayin Wang, Liu Liu, Xuanping Zhang, Xiaoyan Zhu, Yuqian Liu, Xin Chen, Paul B. S. Lai
Classifier chain-based monitoring method for multivariate surgical outcomes. Comput. Ind. Eng. 194 (2024)
Xin Lai, Xiao Li, Liu Liu, Jiayin Wang, Xuanping Zhang, Xiaoyan Zhu, Paul B. S. Lai
A risk-adjusted exponentially weighted moving average control chart for detection of the scale parameter in surgical quality monitoring. Qual. Reliab. Eng. Int. 40 (2) (2024)
Xiaoyan Zhu, Yu Zhang, Jiayin Wang, Guangtao Wang
Graph-enhanced and collaborative attention networks for session-based recommendation. Knowl. Based Syst. 289 (2024)
Xiaoyan Zhu, Tian Qiu, Jiayin Wang, Xin Lai
A novel instance-based method for cross-project just-in-time defect prediction. Softw. Pract. Exp. 54 (6) (2024)
Shenjie Wang, Xiaoyan Zhu, Xuwen Wang, Yuqian Liu, Minchao Zhao, Zhili Chang, Xiaonan Wang, Yang Shao, Jiayin Wang
TMBstable: a variant caller controls performance variation across heterogeneous sequencing samples. Briefings Bioinform. 25 (3) (2024)
Xiaoyan Zhu, Tong Zhu, Jiaxuan Li, Jiayin Wang
Dual-channel graph contrastive learning for multi-label classification with label-specific features and label correlations. Neural Comput. Appl. 36 (23) (2024)
Jiaxuan Li, Xiaoyan Zhu, Hongrui Wang, Yu Zhang, Jiayin Wang
Stacked co-training for semi-supervised multi-label learning. Inf. Sci. 677 (2024)
Jiaxuan Li, Xiaoyan Zhu, Weichu Zhang, Jiayin Wang
A ranking-based problem transformation method for weakly supervised multi-label learning. Pattern Recognit. 153 (2024)
Xiaoyan Zhu, Jingtao Ren, Jiayin Wang, Jiaxuan Li
Automated machine learning with dynamic ensemble selection. Appl. Intell. 53 (20) (2023)
Ruoyu Liu, Xin Lai, Jiayin Wang, Xiaoyan Zhu, Yuqian Liu
SCR-CUSUM: An illness-death semi-Markov model-based risk-adjusted CUSUM for semi-competing risk data monitoring. Comput. Ind. Eng. 184 (2023)
Xiaoyan Zhu, Chenyu Yan, E. James Whitehead Jr., Binbin Niu, Lei Zhu, Long Pan
Just-in-time defect prediction for software hunks. Softw. Pract. Exp. 52 (1) (2022)
Xiaoyan Zhu, Yu Zhang, Lei Zhu, Xinhong Hei, Yichuan Wang, Feixiong Hu, Yanni Yao
Chinese named entity recognition method for the field of network security based on RoBERTa. NaNA (2021)
Xiaoyan Zhu, Chenzhen Ying, Jiayin Wang, Jiaxuan Li, Xin Lai, Guangtao Wang
Ensemble of ML-KNN for classification algorithm recommendation. Knowl. Based Syst. 221 (2021)
Zhongbin Sun, Jingqi Zhang, Heli Sun, Xiaoyan Zhu
Collaborative filtering based recommendation of sampling methods for software defect prediction. Appl. Soft Comput. 90 (2020)
Xiaoyan Zhu, Xiaomei Yang, Chenzhen Ying, Guangtao Wang
A new classification algorithm recommendation method based on link prediction. Knowl. Based Syst. 159 (2018)
Xiaoyan Zhu, Yueyang He, Long Cheng, Xiaolin Jia, Lei Zhu
Software change-proneness prediction through combination of bagging and resampling methods. J. Softw. Evol. Process. 30 (12) (2018)
Xiaoyan Zhu, Binbin Niu, E. James Whitehead Jr., Zhongbin Sun
An empirical study of software change classification with imbalance data-handling methods. Softw. Pract. Exp. 48 (11) (2018)
Lei Zhu, Yanxiao Liu, Yichuan Wang, Wenjiang Ji, Xinhong Hei, Quanzhu Yao, Xiaoyan Zhu
Efficient (k, n) Secret Sharing Scheme Secure against k - 2 Cheaters. NaNA (2017)
Lei Du, Qinbao Song, Lei Zhu, Xiaoyan Zhu
A Selective Detector Ensemble for Concept Drift Detection. Comput. J. 58 (3) (2015)
Xiaoyan Zhu, E. James Whitehead Jr., Caitlin Sadowski, Qinbao Song
An analysis of programming language statement frequency in C, C++, and Java source code. Softw. Pract. Exp. 45 (11) (2015)
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou
A novel ensemble method for classifying imbalanced data. Pattern Recognit. 48 (5) (2015)
Xiaoyan Zhu, Qinbao Song, Zhongbin Sun
Automated Identification of Change-Prone Classes in Open Source Software Projects. J. Softw. 8 (2) (2013)
Chris Lewis, Zhongpeng Lin, Caitlin Sadowski, Xiaoyan Zhu, Rong Ou, E. James Whitehead Jr.
Does bug prediction support human developers? findings from a google case study. ICSE (2013)
Xiaoyan Zhu, Qinbao Song, Zhongbin Sun
An Empirical Analysis of Software Changes on Statement Entity in Java Open Source Projects. Int. J. Open Source Softw. Process. 4 (2) (2012)
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu
Using Coding-Based Ensemble Learning to Improve Software Defect Prediction. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Caitlin Sadowski, Chris Lewis, Zhongpeng Lin, Xiaoyan Zhu, E. James Whitehead Jr.
An empirical analysis of the FixCache algorithm. MSR (2011)