个人简历

杨新，工学博士，硕士生导师。本科毕业于西南交通大学数学与应用数学专业，后分别在四川大学和西南交通大学获得硕士学位和博士学位（计算机科学与技术专业）

研究领域

数据挖掘与知识发现
城市计算与深度学习
知识获取与三支多粒度学习
粒计算与粗糙集
金融智能与商务智能
不确定性金融建模
金融智能决策
金融风险识别

近期论文

1. Xin Yang, et al. A temporal-spatial composite sequential approach of three-way granular computing. Information Sciences, 2019, 486: 171-189.（SCI, IF: 5.524）
2. Xin Yang, et al. A sequential three-way approach to multi-class decision. International Journal of Approximate Reasoning, 2019, 104: 108-125.（SCI, IF: 1.982）
3. Xin Yang, et al. A unified framework of dynamic three-way probabilistic rough sets. Information Sciences, 2017, 420: 126-147.（SCI, IF: 5.524）
4. Xin Yang, et al. A unified model of sequential three-way decisions and multilevel incremental processing. Knowledge-Based Systems, 2017, 134:172-188.（SCI, IF: 5.101）
5. Linna Wang, Xin Yang*, et al. Dynamic composite decision-theoretic rough set under the change of attributes. International Journal of Computational Intelligence Systems, 2018, 11(1): 355-370. (SCI, IF: 2.153)
6. Jia Liu, Tianrui Li, Peng Xie, Shengdong Du, Fei Teng, Xin Yang. Urban big data fusion based on deep learning: An overview, Information Fusion, 2020, 53: 123-133. (SCI, IF: 10.716)
7. Keyu Liu, Xibei Yang, Hamido Fujita, Dun Liu, Xin Yang, et al. An efficient selector for multi-granularity attribute reduction, Information Sciences, 2019, 505: 457-472. (SCI, IF: 5.524)
8. Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang, et al. Dynamic dominance rough set approach for processing composite ordered data, Knowledge-based Systems, 2019. (SCI, IF: 5.101)
9. Xun Wang, Wendong Zhang, Dun Liu, Hualong Yu, Xibei Yang, Xin Yang. Pseudolabel Decision-theoretic rough set, Mathematical Problems in Engineering, 2019.（SCI, IF: 1.179）
10. Qianqian Huang, Tianrui Li, Xin Yang and Jie Hu. Dynamical information fusion of multi-source incomplete hybrid information systems based on conditional entropy, ISKE, 2019. (EI)
11. Xin Yang, et al. Dynamic neighborhood-based decision-theoretic rough set, ISKE, 2018. (EI)
12. Xin Yang, et al. Composite sequential three-way decisions, IJCRS, 2018. (EI)
13. Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang. Incremental updating of approximations in composite ordered decision systems under attribute generalization, ISKE, 2018. (EI)
14. Wang Linna, Xin Yang *, et al. Quantitative composite decision-theoretic rough set, ISKE, 2017. (EI)
15. 刘盾, 李天瑞, 杨新, 梁德翠. 三支决策-基于粗糙集与粒计算研究视角. 智能系统学报, 2019.
16. 刘盾, 李天瑞, 梁德翠, 杨新. 三支决策的时空性. 智能系统学报, 2019, 14(01): 141-149.
17. 方宇, 高磊, 刘忠慧, 杨新. 基于三支决策的广义代价敏感近似属性约简, 南京理工大学学报, 2019, 43(04): 481-488.
18. 杨新, 李天瑞, 刘盾, 方宇, 王宁. 基于决策粗糙集的广义序贯三支决策方法. 计算机科学, 2018, 45(10): 1-5.
19. 汪琳娜, 杨新, 杨习贝. 监督邻域粗糙集. 计算机科学, 2018, 45(08): 186-190.
20. 汪琳娜, 杨新*, 杨习贝. 复合决策粗糙建模与计算方法研究. 计算机工程与应用, 2018, 54(19): 122-128.