吴建生

男，1986年6月出生，讲师、硕士生导师，研究生学历，2015年6月毕业于中山大学计算机应用技术专业，获博士学位。联系方式[email protected]。

科研项目

1、主持国家自然科学基金1项: 无监督的多视图数据特征选择问题的研究及其应用,2021.1-2024.12。

2、主持江西省自然科学基金青年1项：基于全局和局部几何结构保持的多视图数据无监督特征选择模型的研究及其应用,2022.1-2024.12。

3、作为主要参与者参与国家自然科学基金5项,江西省自然科学基金2项。

科研方向：机器学习，主要包括：特征选择、聚类、多视图数据处理、大规模数据处理。

科研论文

(1) Wu, Jian-Sheng; Song, Meng-Xiao; Min, Weidong*; Lai, Jian-Huang; Zheng, Wei-Shi; Joint Adaptive Manifold and Embedding Learning for Unspervised Feature Selection, Pattern Recognition, 2021, 112.

(2) Wu, Jian-Sheng; Zheng, Wei-Shi*; Lai, Jian-Huang; Ching Y. Suen; Euler Clustering on Large-scale Dataset, IEEE Transactions on Big Data, 2018, 4(4):502-515.

(3) Wu, Jian-Sheng; Zheng, Wei-Shi*; Lai, Jian-Huang; Approximate kernel competitive learning, Neural Networks, 2015, 63:117-132.

(4) Ling, Hui-Liang; Wu, Jian-Sheng*; Zhou, Yi*; Zheng, Wei-Shi; How many clusters? A robust pso-based local density model. Neurocomping, 2016, 207: 264-275, 2016.

(5) Yi, Yang; Wu, Jian-Sheng*; Xu, Wei; Incremental SVM based on reserved set for network intrusion detection, Expert Systems with Applications, 2011, 38(6):7698-7707.

(6) Huang, Dong; Wang, Chang Dong; Wu, Jian-Sheng; Lai, Jian Huang; Kwoh, Chee Keong; Ultra-Scalable Spectral Clustering and Ensemble Clustering, IEEE Transactions on Knowledge and Data Engineering, 2020, 32(6): 1212-1226.

(7) Wang, Shuai; Zou, Yanni; Min, Weidong; Wu, Jiansheng; Xiong, Xin; Multi-view face generation via unpaired images, The Visual Computer, 2021.

(8) Wu, Jian-Sheng; Zheng, Wei-Shi*; Lai, Jian-Huang; Euler clustering, 23rd International Joint Conference on Artificial Intelligence, IJCAI 2013, 1792-1798, 2013.8.3-2013.8.9.

(9) Wu, Jian-Sheng; Lai, Jian-Huang*; Wang, Chang-Dong; A novel co-clustering method with intra-similarities, 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011, 300-306, 2011.12.11-2011.12.11.、