导师姓名：杨剑
性别：
人气指数：35

所属院校：北京工业大学
所属院系：信息学部
职称：
导师类型：硕导
招生专业：控制理论与控制工程
研究领域： 机器学习、数据挖掘，特别是流形学习、维数约简、特异性指向挖掘、fMRI数据分析。
研究领域： 机器学习、数据挖掘，特别是流形学习、维数约简、特异性指向挖掘、fMRI数据分析。 [收起]




通讯方式 :
电子邮件：jianyang@bjut.edu.cn


科研工作 :
主要论文：[1]Jian Yang, Ning Zhong, Yiyu Yao and Jue Wang. Local Peculiarity Oriented Data Mining and its Application in Outlier Detection. International Journal of Information Technology & Decision Making, 11(6)1155–1181, 2012. (SCI, IF=3.14)[2]Jian Yang, Kexin Zhu, Ning Zhong. Local Tangent Distances for Classification Problems. In:Proceedings of The 2012 IEEE/WIC/ACM International Conference on Web Intelligence (WI),396–401. Macau, China, 2012,12. (EI)[3] John R. Anderson, Jon M. Fincham, Darryl W. Schneider and Jian Yang. Using Brain Imaging to Track Problem Solving in a Complex State Space. NeuroImage, an international journal, 60: 633–643, 2012. (SCI, IF=5.93)[4]John R. Anderson, Shawn Betts, Jennifer L. Ferris, Jon M. Fincham and Jian Yang. Using Brain Imaging to Interpret Student Problem Solving. IEEE Intelligent Systems, an international journal,26(5): 22-29, 2011. (SCI, IF=2.57)[5]Jian Yang, Ning Zhong, Yiyu Yao and Jue Wang. Record-Level Peculiarity Based Data Analysis and Classifications. Knowledge and Information Systems, an international journal, 28: 149-173, 2011. (SCI, IF=2.0)[6]Jian Yang, Ning Zhong, Peipeng Liang, Jue Wang, Yiyu Yao and Shengfu Lu. Brain Activation Detection by Neighborhood One-Class SVM. Cognitive Systems Research, an international journal,11: 16-24, 2010. (SCI, IF=1.0)