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教授 联系方式
办公电话： 86－21－55664503 电子邮件： jpzhang@fudan.edu.cn 办公地址：复旦大学邯郸校区逸夫楼2－203室 （200433）
个人简介
2003年7月毕业中国科学院自动化研究所，专业模式识别与智能系统，2003年至今在复旦大学计算机科学与工程系，上海市智能信息处理重点实验室工作，2006年4月聘为副教授,2012年晋升为教授。曾作为访问学者于2006年10月到2006年12月在中国科学院数学所访问，于2007年9月至2008年3月在加州大学圣地亚哥分校访问。自2009 年起担任IEEE Intelligent Systems 编委，自2010 看起担任智能交通领域顶级期刊IEEE Transactions on Intelligent Transportation Systems 编委(Associate Editor)之一，自2011 年起担任软件学报责任编辑。目前是IEEE、ACM、AAAI 成员，中国计算机学会高级会员，中国计算机学会YOCSEF 会员，中国计算机学会人工智能专委会委员，中国人工智能学会机器学习专委会委员。张军平教授受邀在人工智能顶级会议IJCAI’13 上担任Student Office Chair，曾在多个国际会议如ECML/PKDD2011、PRICAI、PAKDD、ICB 等和国内会议如CCML、CCDM 等担任程序委员会委员，在PAKDD07 数据挖掘竞赛中任组委会委员。
研究方向
机器学习 生物认证 智能交通
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| 论文专著
[1]Junping Zhang, Ziyu Xie and Stan Z. Li, "Prime Discriminant Simplicial Complex," IEEE Transactions on Neural Networks and Learning Systems, vol. 24, no. 1, pp. 133-144, 2013 (code).
[2] Chen Wang, Junping Zhang, Liang Wang, Jian Pu, Xiaoru Yuan, "Human Identification Using Temporal Information Preserving Gait Template," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 11, pp. 2164-2176, 2012. (code) http://doi.ieeecomputersociety.org/10.1109/TPAMI.2011.260
[3]Junping Zhang, Qi Wang, Li He, Zhi-Hua Zhou, "Quantitative Analysis of Nonlinear Embedding," IEEE Transactions on Neural Networks, vol. 22, no. 12, pp. 1987-1998, 2011 (code).
[4]Junping Zhang, Fei-Yue Wang, Kunfeng Wang, Wei-Hua Lin, Xin Xu, Cheng Chen, "Data-Driven Intelligent Transportation Systems: A Survey," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 4, pp. 1624-1639, 2011.
[5] Junping Zhang, Ben Tan, Fei Sha, Li He, "Predicting Pedestrian Counts in Crowded Scenes with Rich and High-dimensional Features," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 4, pp. 1037-1046, 2011.
[6]Junping Zhang, Xiaodan Wang, Uwe Krger, Fei-Yue Wang, "Principal Curve Algorithms for Partitioning High-Dimensional Data Spaces," IEEE Transactions on Neural Networks, vol. 22, no. 3, pp. 367-380, 2011 [7]Junping Zhang, Jian Pu, Changyou Chen, Rudolf Fleischer, "Low-resolution Gait Recognition,"IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 40, no. 4, pp. 986-996, 2010.
[8]Changyou Chen, Junping Zhang, Rudolf Fleischer, ''Distance Approximating Dimension Reduction of Riemannian Manifolds'', IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 40, no. 1, pp. 208-217, 2010.
[9]Junping Zhang, Dewang Chen, Uwe Kruger, "Adaptive Constraint K-segment Principal Curves For Intelligent Transportation Systems," IEEE Transactions on Intelligent Transportation Systems, vol. 9, no. 4, pp. 666-677, 2008.
[10]Dewang Chen, Junping Zhang, Shuming Tang, Jue Wang, "Freeway Traffic Stream Modelling based on Principal Curves and its Analysis,"IEEE Transactions on Intelligent Transportation Systems, vol 5, no. 4, pp: 246-258, 2004.
[11]Wei Zhang, Xiangyang Xue, Zichen Sun, Yuefei Guo, Mingmin Chi, and Hong Lu, “Efficient Feature Extraction for Image Classification,” 11th IEEE International Conference on Computer Vision (ICCV 2007), Rio de Janeiro, Brazil, Oct. 2007.
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