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上海交大机械与动力工程学院机械A楼905室
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教育背景
时间
毕业院校
学历
2007-2010
上海交通大学 机械制造及其自动化专业
博士
2004-2007
上海交通大学 机械制造及其自动化专业
硕士
2000-2004
浙江工业大学 机械制造及其自动化专业
学士
工作经历
2010-2013 上海交通大学机械与动力工程学院 博士后
2013-2015 上海交通大学机械与动力工程学院 助理研究员
出访及挂职经历
研究方向
产品创新设计
知识工程
科研项目
2014-2016 国家自然科学基金面上项目“面向概念设计的多领域知识元建模与聚类理论与方法”,负责人
2013-2016 上海市自然科学基金面上项目“概念设计中基于功构映射的实例知识融合技术研究”,负责人
2012-2013 中国博士后面上资助项目“基于功构矩阵双向演化的设计实例驱动下创新设计研究”,负责人
代表性论文专著
Qi Jin, Hu Jie, Peng Yinghong. Hybrid weighted mean for CBR adaptation in mechanical design by exploring effective, correlative and adaptative values. Computers in Industry. doi:10.1016/j.compind.2015.06.007.
Qi Jin, Hu Jie, Peng Yinghong. Incorporating adaptability-related knowledge into support vector machine for case-based design adaptation. Engineering Applications of Artificial Intelligence. 2015, 37, 170-180.
Qi Jin, Hu Jie, Peng Yinghong, Chai Xinyu, Ren Qiushi. Case based time series prediction using biased time warp distance for electrical evoked potential forecasting in visual prostheses. Applied Soft Computing. 2013, 13(5): 2467–2477.
Qi Jin, Hu Jie, Peng Yinghong. A new adaptation method based on adaptability under k-nearest neighbors for case adaptation in case-based design. Expert Systems with Applications. 2012, 39(7): 6485-6502.
Qi Jin, Hu Jie, Peng Yinghong, Ren Qiushi, Wang Weiming, Zhan Zhenfei. Electrical evoked potentials prediction model in visual prostheses based on support vector regression with multiple weights. Applied Soft Computing. 2011, 11(8): 5230-5242.
Qi Jin, Hu Jie, Peng Yinghong, Wang Weiming, Zhan Zhenfei. AGFSM: A new FSM based on adapted Gaussian membership in case retrieval model for customer-driven design. Expert Systems with Applications. 2011, 38(1): 894-905.
Qi Jin, Hu Jie, Peng Yinghong, Ren Qiushi, Wang Weiming, Zhan Zhenfei. Integration of similarity measurement and dynamic SVM for electrically evoked potentials prediction in visual prostheses research. Expert Systems with Applications. 2011, 38(5): 5044-5060.
Qi Jin, Hu Jie, Peng Yinghong, Wang Weiming, Zhan Zhenfei. A case retrieval method combined with similarity measurement and multi-criteria decision making for concurrent design. Expert Systems with Applications. 2009,36(7): 10357- 10366.
Qi Jin, Hu Jie, Peng Yinghong, Wang Weiming, Zhan Zhenfei. New weighted fuzzy case retrieval method for customer-driven product design. Journal of Shanghai Jiaotong University (Science). 2010, 15(6): 641-650.
Hu Jie, Qi Jin, Peng Yinghong, Ren Qiushi. Predicting electrical evoked potential in optic nerve visual prostheses by using support vector regression and case-based prediction. Information Sciences. 2015, 290, 7-21.
Hu Jie, Qi Jin, Peng Yinghong. New CBR adaptation method combining with problem–solution relational analysis for mechanical design. Computers in Industry. 2014, DOI: 10.1016/j.compind.2014.08.004.
教学工作
软件版权登记及专利
轿车客户需求信息聚类分析系统. 公开号:CN101256646   
基于实例推理技术的轿车整车个性化配置系统. 公开号:CN101246509   
基于相似性计算与多目标优化的实例检索软件. 登记号: 2009SR08211   
基于本体技术的混合型文档检索软件. 登记号: 2010SR013240    
学术兼职
荣誉奖励
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