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刘光远

领域:高端装备制造产业 学校:西南大学职称:教授

人工神经网络、智能信息处理和情感计算等方向的研究工作...

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教育背景

1979.09-1983.07 西南师范大学物理系物理专业本科,学士 1992.09-1995.07 电子科技大学电磁测量及仪器专业研究生,硕士 1992.09-1995.07 电子科技大学电路与系统专业研究生,博士 2000.10-2005.12 西南大学基础心理学博士后科研流动站,博士后

工作经历

1983.07-1997.11 西南师范大学物理系/ 电子信息工程系,先后任助教、讲师(1991) 1997.12-1999.05 西南师范大学物理系/ 电子信息工程系,任副教授 1999.06-至 今 西南师范大学物理学院/ 电子信息工程学院,任教授

项目课题经历

(1)教育部重大科技项目:基于生理信号的人机情感交互理论模型及应用研究(NO.311032),2011.—2014.7 (2)国家自然科学基金面上项目:用计算智能提取情感生理信号重要特征及其组合的研究(NO.60873143),2009.1-2011.12 (3)教育部高等学校骨干教师资助计划:禁忌搜索算法及在神经网络中的应用(教技司[2000]65号),2000.06-2002.12 (4)重庆市科委基金面上项目:基于Tabu Search模糊神经计算(2003-7881,2003.8-2005-09 (5)重庆市科委基金面上项目: 禁忌搜索算法应用(99-5775),1999.01-2001.06 (6)重庆市科委基金面上项目:混沌神经网络及应用研究(99-5909) ,1999.06-2002.11 (7)重庆市科委基金面上项目:协同计算机的学习研究及在生物图像识别中的应用(CSTC,2004BB2083),2004.10-2006.09 (8)重庆市科委基金面上项目:基于生理信号的情感特征分析(CSTC,2006BB2328),2006.10-2008.9

论文、成果、著作等

(1)en WanHui, Qiu YuiHui, Liu GuangYuan*, Cheng NanPu, Huang XiTing. Construction and cross-correlation analysis of the affective physiological response database. Science China: Information Sciences, 2010, 53(9): 1774-1784. (2)Xu Ya,Liu GuangYuan*,Hao Min,Wen WanHui,Huang XiTing. Analysis of Affective ECG Signals toward Emotion Recognition. Journal of Electronics, 2010, 27(1): 8-14. (3)Cheng Jing, Liu Guangyuan*, Yang Zhaofang. Construction of Human-Computer Affective Interaction Assistant. Advances in Information Sciences and Service Sciences, 4(17), 83-90, 2012.(EI检索) (4)温万惠,邱玉辉,刘光远*,程南璞,黄希庭。情感生理反应样本库的建立与数据相关性分析。中国科学:信息科学,2011,41(1):77-89。 (5) 熊勰,刘光远*,温万惠.基于智能算法的生理信号情感识别,计算机科学,2011,38(3): pp 266-268. (6)郝敏,刘光远*.基于进化策略的生理信号情感识别[J].智能系统学报,2009,4(4):352-356. (7) 程静,刘光远*. 学科交叉视角下的情感识别研究进展. 计算机科学,39(5), 19-24 , 2012 (8) 陈红, 刘光远*, 赖祥伟. 相关性分析和最大最小蚁群算法用于脉搏信号的情感识别[J].计算机科学, 2012.39(4):250-253 (9) 曹军, 刘光远*, 赖祥伟. 量子粒子群和相关性分析在心电特征选择中的应用[J].计算机科学, 2012.39(3):209-211 (10)张洪强, 刘光远*, 赖祥伟. 随机森林算法在肌电的重要特征中选择中的应用[J].计算机科学, 2013.40(1):200-202 (11) 杨敏,刘光远*,温万慧.两类情感状态下心电与HRV信号的非线性分析[J].计算机应用,2012.32( 10) : 2963 -2965 (12) Jie WEI, Guangyuan LIU*,Wanhui WEN. Dynamical models of love with the decay of the appeal.Appl. Math. Comput.(Under review.) (13) Liu Fengru, Liu Guangyuan*, Lai Xiangwei, Wen Wanhui. The model about the affection regulation based on partial least regression in the human-computer interaction. In Proceedings of the 2012 International Conference on Natural Computation, Chongqing, 2012, 1: 1060-1063. (EI Compendex indexed, No. 20123815448819) (14)Hong Chen, Guangyuan Liu*, Xie Xiong. A Novel Feature Selection Method for Affective Recognition Based on Pulse Signal[C]. 2011 Fourth International Symposium on Computational Intelligence and Design (ISCID 2011) . vol.I, Oct.2011, pp.110-113. (Indexed by EI and ISTP). (15) Hong Qiu, Guangyuan Liu*, Fengru Liu. Affective recognition from EMG signal: An approach based on correlation analysis and adaptive Tabu Search[C].The 2011 International Conference on Mechatronic Science, Electric Engineering and Computer,V.10,pp.913-916,2011.08. (16) Fengru Liu ,Guangyuan Liu*, Xiangwei Lai ,Wanhui Wen. The model about the affection regulation based onpartial least regression in the Human-computer interaction[C], 2012 8th International Conference on Natural Computation (ICNC 2012). May.2012.pp.1060-1063. (17)Biying Liu , Guangyuan Liu* , Zhaofang Yang. Analysis of Affective State from Galvanic Skin Response Using Correlation Dimension and Embedding Dimension[C],2012 Fifth International Symposium on Computational Intelligence and Design. vol.I, Oct.2012 .pp.7-10. (18) Zhengji Long, Guangyuan Liu* and Xuewu Dai.”Extracting Emotional Features from ECG by Using Wavelet Transform”,Proceeding of the first International Conference on Biomedical Engineering and Computer Science(ICBECS2010),P404-407,2010. (19) Guanghua Wu,Guangyuan Liu*,Min Hao. The analysis of emotion recognition from GSR based on PSO. The 2010 International Symposium on Intelligence Information Processing and Trusted Computing (IPTC 2010). (20)Huiling Zhang, Guangyuan Liu*. Research of Emotion Recognition Based on Pulse Signal. Proceedings of IEEE International Conference on Advanced Computer Theory and Engineering,vol.3,Aug.2010,pp.506-509 (21) Wen WanHui, Qiu YuiHui, Liu GuangYuan*. Electrocardiography Recording, Feature Extraction and Classification for Emotion Recognition. In Proceedings of the 2009 World Congress on Computer Science and Information Engineering, Los Angeles, CA, 2009, 4: 168-172. (EI Compendex indexed, No. 20094712464745) (22)XU Ya, LIU Guang-Yuan*, “A method of emotion recognition based on ECG signal,” proceeding of the 2009 international conference on computational intelligence and natural computing (CINC’09), IEEE computer society, 2009, pp.202-205. (23)MA Chang-Wei, LIU Guang-Yuan*,” feature extraction, feature selection and classification from electrocardiography to emotions,” proceeding of the 2009 international conference on computational intelligence and natural computing (CINC’09), IEEE computer society, 2009, pp.190-193. (24) LIU Guang-Yuan, HAO Min, “emotion recognition of physiological signals based on adaptive hierarchical genetic algorithm,” proceeding of the 2009 WRI world congress on computer science and information engineering (CSIE’09), IEEE computer society, Los Angeles, California USA, 2009, pp.670-674. (25) WEN Wan-Hui, QIU Yu-Hui, LIU Guang-Yuan*,”electrocardiography recording, feature extraction and classification for emotion recognition,” proceeding of the 2009 WRI world congress on computer science and information engineering (CSIE’09), IEEE computer society, Los Angeles, California USA, 2009,pp.168-172

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