个人简介
| Introduction
杨昆，博士，杭州电子科技大学副教授，中国计算机学会会员。长期从事图像处理和识别、自然语言处理等方面的工作。近年来，主持国家自然科学基金青年科学基金项目1项，杭州市产学研项目2项，校企合作项目2项。并以主要参与者的身份先后参加了相关方向的多项科研项目（包括浙江省科技计划项目重大专项1项，国防基础科研计划项目1项，浙江省自然科学基金青年基金项目1项）。在IEEE SIGNAL PROCESSING LETTERS、Journal of Electronic Imaging、自动化学报学报、中国图形图象学报等国内外重要期刊和会议上发表高水平论文10余篇，其中SCI收录3篇，授权发明专利6项。与企业合作完成自然语言处理和图像处理与识别方面的相关的多项横向课题。
Kun Yang, is currently an Associate Professor with the School of Computer Science and Technology, Hangzhou Dianzi University at Hangzhou Dianzi University in China. His current research interests include data mining, bioinformatics, cognitive and computational neuroscience, brain-computer interface.
教育经历
| Education
2002.09-2008.04 哈尔滨工业大学 博士
2000.09-2002.06 哈尔滨工业大学 硕士
1996.09-2001.06 哈尔滨工业大学 学士
2002.09-2008.04 Harbin Institute of Technology, Harbin, China Doctor
2000.09-2002.06 Harbin Institute of Technology, Harbin, China Master
1996.09-2001.06 Harbin Institute of Technology, Harbin, China Bachelor
工作经历
| Work
2010.11-至今 杭州电子科技大学 副教授
2008.04-2010.10 杭州电子科技大学 讲师
2010.11-Now Hangzhou Dianzi University Associate Professor
2008.04-2010.10 Hangzhou Dianzi University Assistant Professor
奖励
| Awards
2017.12 基于生物电技术的汽车驾驶安全监视预警系统，中国质量评价协会科技创新成果优胜奖，省部级
项目
| Projects
[1] DNA甲基化异常的分析与预测, 国家自然科学基金青年科学基金项目，项目负责人，2010-2012，18万元
[2] 样本不平衡的基因表达数据的分析方法研究，浙江省自然科学基金项目，项目负责人，2009-2010，8万元
[3] 基于生物组织电磁和声特性的感应式磁声成像研究，国家自然科学基金青年科学基金项目，排名3/8, 2012-2014, 24万
论文
| Publications
[1] Sanqing Hu, Yu Cao, Jianhai Zhang, Wanzeng Kong, Kun Yang, Yanbin Zhang, Xun Li. More discussions for granger causality and new causality measures. Cognitive Neurodynamics, 2012, 6(1): 33-42
[2] Sanqing Hu, Yu Cao, Shihui Chen, Jianhai Zhang, Wanzeng Kong, Kun Yang, Xun Li, and Yanbin Zhang. A comparative study of two reference estimation methods in EEG recording. BICS, 2012, LNAI(7366): 321-328.
[3] Kun Yang, Yanbin Zhang, Shengdong Dai, Lulu Wang, Guojun Dai, Sanqing Hu. Important Features for DNA Methylation Status. Acta Biophysica Sinica, 2012, 28(11): 910-922.
[4] Kun Yang, Haipeng Wang, Guojun Dai, Sanqing Hu, Yanbin Zhang, Jing Xu. Determining the repeat number of cross-validation. BMEI, 2011, 1723-1727.
[5] Sanqing Hu, Yu Cao, Jianhai Zhang, Wazeng Kong, Kun Yang, Xun Li, Yanbin Zhang. Evidence for existence of real causality in the case of zero Granger causality. ICIST, 2011, 1385-1389.
[6] Yanbin Zhang, Junwei Wang, Wanzeng Kong, Jianhai Zhang, Kun Yang. Constructive Effects of Noise on Cell Signaling in Bistable Map Kinase Cascades, Proceedings of the 29th Chinese Control Conference, 2010, 5147-5152.
[7] Kun Yang, Lianzhong Li, Dechang Xu, Guojun Dai. Identifying Unstable Genes in Expression. Journal of software. 2010, 21(9): 2148-2160.
[8] Kun Yang, Jianzhong Li, Hong Gao. The Impact of Sample Imbalance on Identifying Differentially Expressed Genes, BMC Bioinformatics 2006, 7(Suppl 4): S8.
[9] Kun Yang, Zhipeng Cai, Jianzhong Li and Guohui Lin. A stable gene selection in microarray data analysis. BMC Bioinformatics 2006, 7: 228.
[10] Kun Yang, Jianzhong Li, and Chaokun Wang. Missing Values Estimation in Microarray Data with Partial Least Squares Regression. ICCS, 2006, LNCS(3992): 662-669.
[11] Kun Yang, Jianzhong Li, Chaokun Wang, Hong Gao. Evaluation Models for the Effect of Sample Imbalance on Gene Selection. IMSCCS, 2006, 56-63.
[12] Kun Yang, Jianzhong Li, Zhipeng Cai, Guohui Lin. A Model-Free and Stable Gene Selection in Microarray Data Analysis. BIBE, 2005, 3-10.