受教育经历
1．1994/09-1998/06，大连理工大学，材料热加工，学士
2．1998/09-2001/01，大连理工大学，模式识别与智能系统，硕士
3．2001/03-2005/01，上海交通大学，模式识别与智能系统，博士
研究工作经历
2005/05-至今，湖南大学，信息科学与工程学院，副教授
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1. Cao Shilong, Cai Jie, Yang Sheng(通讯作者), Wang Shulin. A clustering based feature selection methodusing feature information distance for text data. LNCS: Intelligent Computing Theories andApplication - 12th International Conference. 2016, 122-132.
2. Jie Cai, Jiawei Luo,Shulin Wang, Sheng Yang(通讯作者). Feature selection inmachine learning: a new perspective. Neurocomputing, 2018, 300:70-79. (SCI热点和高被引论文）
3. Jie Cai，Wei Huang，Sheng Yang(通讯作者).A Selection Method for Denoising Auto Encoder Features Using CrossEntropy. LNCS:Intelligent Computing Theories and Application - 15th International Conference.2019, 479-490.
4. Sheng Yang, Jiefa Wu, Lingling Zhang. A Fast Pedestrian Detection Method Based on Simplified HOG Descriptor. International Journal of Digital Content Technology and its Applications, 2012, 6(4) :114-122
5. Sheng Yang, xianmai liao,
UK
borasy. A Pedestrian detection method based on the HOG-LBP feature and gentle adaboost. International Journal of advancements in computing technology, 2012, 4(19):553-560
6. Yang Sheng, Zhao Jun. An algorithm for removing redundancy features in microarray data. The 2013 2nd International Conference on Mechatronic Sciences, Electric Engineering and Computer, Shenyang,
China
, 2013, December
7.郑雪梅,杨胜.一种基于多种特征集成的烟雾检测方法.计算机科学与应用，2013，3(5):239-243.
8. Jiefa Wu, Sheng Yang, Lingling Zhang. Pedestrian Detection Based on Improved HOG Feature and Robust Adaptive Boosting Algorithm. In: Proceedings of fourth International Congress on Image and Signal Processing, 2011, 1556-1560.
9.杨胜，李敏，彭振国，冯春.一种基于FCM算法的遥感影像变化检测算法.中国图象图形学报，2009，14（4）：572-578.
10. Li Ming, Yang Sheng, Li Xian-wei. A head detection method based on curvature scale space. In Proceedings of the 3rd International Symposium on Intelligent Information Technology Application, 2009, 390-393.
11. Li Xianwei,Yang Sheng，Wang Qi，Li Ming．Face Recognition Based on Wavelet Transform and PCA．In：2009 Pacific-Asia Conference on Knowledge Engineering and Software Engineering．2009, 136-138.
12.张邦基,于德介,杨胜.基于小波变换与粗集理论的滚动轴承故障诊断.中国机械工程, 2008,38(15):1793-1795.
13.王建锋,杨胜.一种新的概率支持向量机方法.计算机工程与应用, 2008, 44(12):145-146.
14. YANG Sheng, ZHANG Zhi, SHI Pengfei. A bidirectional feature selection method based on mutual information and redundancy-synergy coefficient. Journal of Harbin Institute of Technology, 2006, 13(3):299-306.
等
主持和参加的科研项目
1.国家自然科学基金：新型表达模式下的功能基因分析算法研究
2.国家自然科学基金：基于蛙眼视觉模型的运动目标检测、跟踪及交通场景分析方法研究
3.图像识别中选择性集成学习若干问题研究
4.智能视频技术中若干关键技术研究与开发
5.基于视频的智能交通系统通用嵌入式平台研究
6. 基于Tof技术的人脸识别系统的研究与开发，在研，主持
7. 基于AI云的视频图像分析处理系统，在研，主持
等
李闯、吴晓蓉、王剑锋、李昕、李敏、余俊杰、李现伟、李明、王琦等30余人
