孙建成 出生日期：1973.09
职称：教授
Email：sunjc@jxufe.edu.cn
研究方向：人工智能、机器学习、时间序列分析以及时间序列的复杂网络分析
个人简介：多年来一直从事机器学习、时间序列分析以及复杂网络等方面的理论及其应用研究，对复杂网络构建、时间序列中的建模以及预测做了深入的研究，对机器学习理论理解深刻，已发表和录用相关论文50余篇，其中包括IEEE Trans. Neural Network and Learning System, IEEE Trans. Systems, Man and Cybernetics: Systems, Pattern Recognition, Information Sciences, Neurocomputing, IEICE Transactions on Information and Systems, IET Electronics Letters以及Chinese Physics B等。入选江西省百千****才，以及江西省青年科学家（井冈之星）培养计划。申请人目前是IEEE高级会员，日本电子情报通信协会（IEICE）会员，是IEEE Trans. Neural Networks，Neurocomputing，Pattern Recognition Letters，IEICE Trans. on Info. and Sys.等国际知名期刊审稿人。作为项目负责人先后承担和完成了10项省部级以上研究课题，其中包括国家自然科学基金3项（面上，青年以及地区各一项）、中国博士后特别资助计划1项、中国博士后基金1项、江西省自然科学基金2项以及江西省教育厅科技计划重点项目2项等。
部分研究成果：
（1）Jiancheng Sun,Yong Yang, Neal N. Xiong, Liyun Dai, Xiangdong Peng, Jianguo Luo, Complex Network Construction of Multivariate Time Series Using Information Geometry, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 49(1):107~122. (SCI, IF: 7.351)
（2）J. Sun, Y. Yang, Y. Liu, C. Chen, W. Rao, and Y. Bai, Univariate time series classification using information geometry, Pattern Recognition, vol. 95, pp. 24–35, Nov. 2019. (SCI, IF: 5.898)
（3）J. Sun, Complex Network Construction of Univariate Chaotic Time Series Based on Maximum Mean Discrepancy, Entropy, vol. 22, no. 2, p. 142, Jan. 2020.(SCI, IF: 2.419)
（4）Yong Yang, Lei Wu, Shuying Huang, Jiancheng Sun,Weiguo Wan, Jiahua Wu,Remote Sensing Image Fusion Based on Fuzzy Logic and Salience Measure, IEEE Geoscience and Remote Sensing Letters, 2018. (SCI, IF: 3.534)
（5）Jiancheng Sun, Chongxun Zheng, Xioahe Li, Yatong Zhou. Analysisof the Distance between Two Classesfor Tuning SVM Hyperparameters. IEEE Transactions on Neural Networksand Learning Systems,vol.21, no.2, 2010, pp.305-318. (SCI:, IF: 11.683）
（6）Jiancheng Sun, Chongxun Zheng, Xioahe Li, Yatong Zhou. Scaling the Kernel Function based on the Separating Region in Input Space: A Data-dependent Way to Improve the Performance of Kernel Methods. Information Sciences, vol.184, no.1, 2012, pp.140-154(SCI，IF:5.524）
（7）Jiancheng Sun, Chongxun Zheng, Yatong Zhou, Yaohui Bai, Jianguo Luo，Nonlinear Noise Reduction of Chaotic Time Series Based on Multi-dimensional Recurrent Least Squares Support Vector Machines. Neurocomputing，vol.71:3675-3679, 2008. (SCI:, IF: 4.072)
（8）Jiancheng Sun. Clustering multivariate time series based on Riemannian manifold. Electronics Letters, vol.52, no.19, 2016, pp.1607-1609. (SCI, IF:1.343)
（9）Jiancheng Sun. Noise reduction in chaotic multi-dimensional time series using dictionary learning. Electronics Letters, vol.50, no.22, 2014, pp.1635-1636. (SCI, IF: 1.343)
（10）Jiancheng Sun. Multiscale complex network constructed from chaotic time series. Electronics Letters, vol.49, no.17, 2013, pp.1078-1079. (SCI, IF: 1.343)
（11）Jiancheng Sun. Complex Networks from Chaotic Time Series on Riemannian Manifold. Chinese Physics Letters, vol.33, no.10, 2016, pp.100503. (SCI, IF:1.066)
（12）Jiancheng Sun, Chongxun Zheng, Xiaohe Li. Distance between two classes: a novel kernel classseparability criterion, IEICE Transactions on Information and Systems, Vol. E92-D No.7:1397-1400, 2009.(SCI:, IF: 0.576)
（13）Jiancheng Sun. Chaotic behaviour learning of the Chua’s circuit. Chinese Physics B, vol.21, no.10, 2012, pp.100502-1-100502-7. (SCI, IF:1.469)
（14）Jiancheng Sun, Yaohui Bai, Jianguo Luo, and Jianwu Dang. Modelling of a Chaotic Time Series Using a Modified Minimax Probability Machine Regression, Chinese Journal of Physics, 47(4):491-501, 2009. (SCI, IF:2.544)