Zhongbin Sun

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 16

Top Topics

Collaborative Filtering

Community Detection

Attributed Graphs

Top Venues

Comput. Intell.

Appl. Soft Comput.

IEEE Trans. Software Eng.

Publications

Shiran Liu, Zhaoqiang Guo, Yanhui Li, Chuanqi Wang, Lin Chen, Zhongbin Sun, Yuming Zhou, Baowen Xu
Inconsistent Defect Labels: Essence, Causes, and Influence. IEEE Trans. Software Eng. 49 (2) (2023)
Yuxuan Diao, Zhongbin Sun, Yong Zhou
A Multi-label Imbalanced Data Classification Method Based on Label Partition Integration. WISA (2023)
Donghong Xu, Zhongbin Sun
An adaptive function placement in serverless computing. Clust. Comput. 25 (5) (2022)
Heli Sun, Yawei Zhang, Xiaolin Jia, Pei Wang, Ruodan Huang, Jianbin Huang, Liang He, Zhongbin Sun
A truss-based approach for densest homogeneous subgraph mining in node-attributed graphs. Comput. Intell. 37 (2) (2021)
Shiran Liu, Zhaoqiang Guo, Yanhui Li, Chuanqi Wang, Lin Chen, Zhongbin Sun, Yuming Zhou
An extensive empirical study of inconsistent labels in multi-version-project defect data sets. CoRR (2021)
Zhongbin Sun, Junqi Li, Heli Sun, Liang He
CFPS: Collaborative filtering based source projects selection for cross-project defect prediction. Appl. Soft Comput. 99 (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)
Heli Sun, Ruodan Huang, Xiaolin Jia, Liang He, Miaomiao Sun, Pei Wang, Zhongbin Sun, Jianbin Huang
Community search for multiple nodes on attribute graphs. Knowl. Based Syst. 193 (2020)
Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan, Xiaolin Jia
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
Heli Sun, Fang He, Jianbin Huang, Yizhou Sun, Yang Li, Chenyu Wang, Liang He, Zhongbin Sun, Xiaolin Jia
Network Embedding for Community Detection in Attributed Networks. ACM Trans. Knowl. Discov. Data 14 (3) (2020)
Heli Sun, Hongxia Du, Jianbin Huang, Yang Li, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao
Leader-aware community detection in complex networks. Knowl. Inf. Syst. 62 (2) (2020)
Jingqi Zhang, Zhongbin Sun, Yong Qi
AutoIDL: Automated Imbalanced Data Learning via Collaborative Filtering. KSEM (2) (2020)
Heli Sun, Hongxia Du, Jianbin Huang, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao
Detecting semantic-based communities in node-attributed graphs. Comput. Intell. 34 (4) (2018)
Zhongbin Sun, Junqi Li, Heli Sun
An empirical study of public data quality problems in cross project defect prediction. CoRR (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)
Hongxia Du, Heli Sun, Jianbin Huang, Zhongbin Sun, Liang He, Hong Cheng
Mining Cohesive Clusters with Interpretations in Labeled Graphs. PAKDD (2) (2017)
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)
Martin J. Shepperd, Qinbao Song, Zhongbin Sun, Carolyn Mair
Data Quality: Some Comments on the NASA Software Defect Datasets. IEEE Trans. Software Eng. 39 (9) (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)