本人每年招收硕士生1名,对人工智能、机器学习、数据挖掘感兴趣的同学可与我联系
教育背景: | Nanjing Normal University, Nanjing, China 2004.9~ 2008.6 BSc degree in Computer Science and Technology 2008.9~2010.6MSc degree in Computer Science and Technology 2010.9~ 2013.6PhD degree in Applied Mathematics
| 工作履历: | 2013.6~ Now, Changzhou University, Lecturer 2015.7~2016.7, Department of Computer Science, HKBU, Postdoc | 学术兼职: | 1.中国计算机学会会员、江苏省计算机学会会员、江苏省人工智能专委会委员。 2.IEEE Transactions on Image Processing、IEEE Transactions on Information Forensics and Security、IEEE Transactions on Cybernetics、Neural Processing Letters、电子学报等期刊审稿人。 | 主授课程: | 此处粘贴主授课程 | 研究领域: | Machine Learning and Pattern Recognition, especially the cost sensitive dimensionality reduction for face recognition. Now, I am also interested in cross-modality Hashing and the privacy-preserving problem in Biometric. | 奖励与荣誉: | 此处粘贴个人奖励与荣誉 | 学术成果: | 1. Yi Wang, Jianwu Wan, Jun Guo, Yiu-Ming Cheung, Pong C Yuen. Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted. (SCI 1区,中国计算机学会CCF A类期刊) 2. Jianwu Wan, Ming Yang, Yang Gao, Yinjuan Chen. Pairwise Costs in Semi-supervised Discriminant Analysis for Face Recognition. IEEE Transactions on Information Forensics and Security, 2014, 9(10): 1569-180. (SCI 2区,中国计算机学会CCF A类期刊) 3. Jianwu Wan, Ming Yang, Yinjuan Chen. Discriminative Cost Sensitive Laplacian Score for Face Recognition. Neurocomputing, 2015, 152: 333-344. (SCI 2区,中国计算机学会CCF C类期刊) 4. Jianwu Wan, Hongyuan Wang, Ming Yang. Cost Sensitive Semi-Supervised Canonical Correlation Analysis for Multi-view Dimensionality Reduction.Neural Processing Letters. 2017, 45(2): 411-430. (SCI 3区,中国计算机学会CCF C类期刊) 5. 万建武,杨明.一种引入成对代价的子类判别分析,软件学报, 2013, 24 (11): 2597-2606.(国内一级学报) 6. 万建武,杨明,吉根林,陈银娟.一种面向人脸识别的加权代价敏感局部保持投影,软件学报, 2013, 24(5): 1155-1164. (国内一级学报) 7. 万建武,杨明,陈银娟.代价敏感的半监督Laplacian支持向量机,电子学报, 2012, 40(7): 1410-1415. (国内一级学报) 8. Yi Wang, Jianwu Wan, Yiu-Ming Cheung, Pong C. Yuen. Anonymized Distance Filter in Hamming Space. Chinese Conference on Biometric Recognition (CCBR), Chengdu, 2016. (orl)
9. Jianwu Wan, Yi Wang. Supervised Hashing based on Latent Semantic Regression for Cross-Modal Multimedia Retrieval. Submitted to IEEE Transaction on Multimedia. (SCI 2区,中国计算机学会CCF B类期刊)
杨明,万建武,高阳.一种用于复杂人脸识别门禁系统的高精度人脸识别方法,中国,专利号: 201210555282, 授权. 研究项目: | 国家自然科学青年基金项目“多标签降维中的多重代价敏感学习问题研究”, 61502058, 2016/12-2018/12,在研,主持. 江苏省普通高校研究生创新计划项目“代价敏感降维及其在人脸识别中的应用研究”, CXZZ12_0386, 2012/06-2013/06,已结题,主持. 国家自然科学基金面上项目“智能视频监控中行人轨迹发现关键技术研究”, 61572085, 2016/12-2019/12, 在研,主要参与人. 国家自然科学基金面上项目“多重代价失衡的机器学习算法研究”, 2012/12-2015/12, 已结题,主要参与人.
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