Yilong Yin(尹义龙), Dr. and Prof.

Correspondence: School of Computer Science and Technology, Software Park Campus, Shandong University, Shunhua Road, Jinan, Shandong Province, P.R. China
Zip Code:250101
Email:ylyin@sdu.edu.cn
URL:http://mla.sdu.edu.cn/ylyin.html

 

[Resume] [Research Interests] [Selected Publications] [Academic Activities]

Resume
Yilong Yin is a professor in School of Computer Science and Technology, Shandong University and the director of the MLA Lab . He received his Ph. D degree from Jilin University, China in 2000. From 2000 to 2002, he worked as a post-doctoral fellow in the Department of Electronic Science and Engineering, Nanjing University, China.

Research Interests
    
  • Machine Learning
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  • Data Mining
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  • Computational Medicine
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  • Biometrics

  • Selected Publications
        
  • Qiuzhen Lin, Jianyong Chen, Zhi-Hui Zhan, Wei-Neng Chen, Carlos A. Coello Coello, Yilong Yin,Chih-Min Lin, Jun Zhang. A Hybrid Evolutionary Immune Algorithm for Multiobjective Optimization Problems.IEEE Transactions on Evolutionary Computation, 20(5): 711-729 (2016)
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  • Xiushan Nie, Yane Chai, Ju Liu, Jiande Sun, Yilong Yin. Spherical torus-based video hashing for near-duplicate video detection.SCIENCE CHINA Information Sciences, 59(5): 059101:1-059101:3 (2016)
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  • Chunyun Zhang, Zhongwei Si, Zhanyu Ma, Xiaoming Xi, Yilong Yin. Mining Sequential Update Summarization with Hierarchical Text Analysis.Mobile Information Systems, vol. 2016, Article ID 1340973, 10 pages, 2016. doi:10.1155/2016/1340973
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  • Peiguang Lin, Yilong Yin, Peiyao Nie. k-Multi-preference query over road networks.Personal and Ubiquitous Computing, 20(3):413-429 (2016)
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  • Wenting Zhao,Lijin Wang, Bingqing Wang, Yilong Yin. Best Guided Backtracking Search Algorithm for Numerical Optimization Problems.In the 9th International Conference on Knowledge Science, Engineering and Management, pp. 414-425, Springer, 2016.
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  • Lijin Wang, Yiwen Zhong, and Yilong Yin. Nearest neighbour cuckoo search algorithm with probabilistic mutation.Applied Soft Computing 49: 498-509, 2016.
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  • Lizhen Zhou,Gongping Yang*,Lu Yang,Yilong Yin,and Ying Li.Finger Vein Recognition Based on Stable and Discriminative Superpixels ,International Journal of Pattern Recognition and Artificial Intelligence, 2016, 30(06): 1650015.
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  • Lu Yang, Gongping Yang*,Yilong Yin and Lizhen Zhou. User individuality based cost-sensitive learning:A case study in finger vein recognition ,2016 International Conference on Biometrics (ICB), Halmstad, Sweden, 2016, pp. 1-8.doi: 10.1109/ICB.2016.7550075.
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  • Kuikui Wang, Lu Yang, Kun Su, Gongping Yang* and Yilong Yin. Binary search path of vocabulary tree based finger vein image retrieval,2016 International Conference on Biometrics (ICB), Halmstad, Sweden, 2016, pp. 1-8.doi: 10.1109/ICB.2016.7550056.
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  • Bingqing Wang, Lijin Wang1,Yilong Yin,Yunlong Xu,Wenting Zhao,Yuchun Tang. An improved neural network with random weights by backtracking search algorithm. Neural Processing Letters, 44(1):37-52, 2016
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  • 李海霞,张擎,王青,尹义龙,郝凡昌. 肺部CT图像特征的设备无关性研究[J].西安电子科技大学学报. 2016(01)
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  • 聂秀山,王舒婷,尹义龙. 基于特征融合和曼哈顿量化的视频哈希学习方法[J].南京大学学报(自然科学版). 2016, 52(4)
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  • Lijin Wang, Yiwen Zhong, Yilong Yin, Wenting Zhao, Bingqing Wang, Yunlong Xu. A Hybrid Backtracking Search Optimization Algorithm with Differential Evolution.Mathematical Problems in Engineering, Volume 2015, Article ID 769245, 2015.
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  • Lijin Wang, Yiwen Zhong, Yilong Yin. Orthogonal Crossover Cuckoo Search Algorithm with External Archive.Journal of Computer Research and Development, 52(11):2496-2507, 2015 (in Chinese).
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  • Yushan Yin,Lijin Wang, Yilong Yin, Binqing Wang, Wenting Zhao, Yunlong Xu. Backtracking search optimization algorithm assisted multilevel threshold for image segmentation.CAAI Transactions on Intelligent Systems, Vol.10, No.1, pp.704-710 (in Chinese),2015.
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  • Lijin Wang, Yiwen Zhong, Yilong Yin. A Hybrid Cooperative Cuckoo Search Algorithm with Particle Swarm Optimisation.IJCSM 6(1): 18-29(2015).
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  • Lijin Wang, Yilong Yin,Yiwen Zhong. Cuckoo search with varied scaling factor.Frontiers of Computer Science, Vol.9, No.4, pp.623-635, 2015.
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  • Lizhen Zhou,Gongping Yang,Lu Yang,Yilong Yin,and Ying Li. Finger vein image quality evaluation based on support vector regression.,International Journal of Signal Processing, Image Processing and Pattern Recognition Vol.8, No.8 (2015), pp.211-222.
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  • Lu Yang,Gongping Yang*,Lizhen Zhou, Yilong Yin. Superpixel based Finger Vein ROI Extraction with Sensor Interoperability, Biometrics (ICB), 2015 International Conference on. IEEE, 2015
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  • Xuzhou Li, Yilong Yin*, Yanbin Ning, Gongping Yang,Lei Pan. A Hybrid Biometric Identification Framework for High Security Applications.Frontiers of Computer Science.Vol.9 No. 3.392-401,Jun 2015.
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  • Lumei Dong, Gongping Yang*, Yilong Yin, Xiaoming Xi, Lu Yang and Fei Liu. Finger Vein Verification with Vein Textons.nternational Journal of Pattern Recognition and Artificial Intelligence.Vol. 29, No. 4 (2015) 1556003 (20 pages) .
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  • 苏志远,刘慧,尹义龙. 基于弱监督ECOC算法的肺结节辅助检测[J].数据采集与处理. 2015(05)
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  • 尹义龙,杨公平,杨璐. 指静脉识别研究综述[J].数据采集与处理. 2015(05)
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  • Fei Liu ,Yilong Yin, Gongping Yang, Lumei Dong, and Xiaoming Xi. Finger Vein Recognition with Superpixel-based Features, International Joint Conference on Biometrics, 2014.
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  • Zhe Han,Yilong Yin*,Xianjing Meng,Gongping Yang,Xiaowei Yan. Blood Vessel Segmentation in Pathological Retinal Image,2014 IEEE International Conference on Date Mining Workshop(ICDMW). pp:960-967, ShenZhen,China,December 14-14,2014.
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  • Jinyu Cong ;Benzheng Wei ;Yilong Yin ;Xiaoming Xi ;Yuanjie Zheng. Performance Valuation of Simple Linear Iterative Clustering Algorithm on Medical Image Processing., [J]. Bio-Medical Materials and Engineering, 2014, 24(6): 3231-3238.
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  • Xiaowei Yan, Gongping Yang, Yilong Yin, Xianjing Meng, Zhe Han. A Classification-based Method for Retinal Image Quality Assessment, International Journal of Electrical Engineering, 2014, 21(3), 75-83.
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  • Lu Yang, Gongping Yang, Yilong Yin, Lizhen Zhou. A survey of finger vein recognition. The 9th Chinese Conference on Biometric Recognition(CCBR2014), pp: 234-243, Shenyang, China, December 7-9, 2014.
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  • Lu Yang, Gongping Yang, Yilong Yin, Lumei Dong. Local vein texton learning for finger vein recognition. pp: 271-280, Shenyang, China, December 7-9, 2014. (Best student paper award)
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  • Lumei Dong,Gongping Yang*, Yilong Yin, Fei Liu, and Xiaoming Xi. Finger Vein Verification Based on a Personalized Best Patches Map, International Joint Conference on Biometrics (IJCB), 2014.
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  • Wenting Zhao,Lijin Wang, Yilong Yin, Bingqing Wang, Yi Wei, Yushan Yin. An Improved Backtracking Search Algorithm for Constrained Optimization Problems.Neurocomputing 145: 75-89, 2014.
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  • Shuangling Wang,Yilong Yin,Guibao Cao,Benzheng Wei,Yuanjie Zheng,Gongping Yang.Hierarchical retinal blood vessel segmentation based on feature and ensemble learning.Neurocomputing, doi: 10.1016/j.neucom.2014.07.059
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  • Fei Liu, Gongping Yang, Yilong Yin, Shuaiqiang Wang.Singular value decomposition based minutiae matching method for finger vein recognition.Neurocomputing 145: 75-89, 2014.
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  • Qing Zhang, Yilong Yin, Dechuan Zhan and Jingliang Peng. A Novel Serial Multimodal Biometrics Framework Based on Semi-Supervised Learning Techniques, IEEE Transactions on Information Forensics and Security, 9(10):1681-1694, 2014.
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  • Jingjing Gao, Chunming Li, Chaolu Feng, Mei Xie, Yilong Yin, Christos Davatzikos. Non-locally regularized segmentation of multiple sclerosis lesion from multi-channel MRI data,Magnetic Resonance Imaging. 2014 Oct;32(8):1058-66. doi: 10.1016/j.mri.2014.03.006. Epub 2014 Apr 24.
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  • Lu Yang,Gongping Yang, Yilong Yin, Xiaoming Xi. Exploring soft biometric traits in finger vein recognition,Neurocomputing, 135: 218-228, 2014.
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  • Shiyong Ji,Benzheng Wei, Zhen Yu, Gongping Yang, and Yilong Yin. A New Multistage Medical Segmentation Method Based on Superpixel and Fuzzy Clustering, Computational and Mathematical Methods in Medicine, vol. 2014, Article ID 747549, 13 pages, 2014. doi:10.1155/2014/747549.
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  • Xiaoming Xi, Gongping Yang, Yilong Yin, Lu Yang. Finger vein recognition based on the hyperinformation feature, Optical Engineering, 53(1), doi: 10.1117/1.OE.53.1.013108, 2014.
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  • Guibao Cao, Shuangling Wang, Benzheng Wei, Yilong Yin, Gongping Yang. A Hybrid Cnn-Rf Method for Electron Microscopy Images Segmentation, J Biomim Biomater Tissue Eng 18:114. doi: 10.4172/1662-100X.1000114, 2013.
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  • Shuangling Wang, Guibao cao, Benzheng Wei, Yilong Yin, Gongping Yang and Chunming Li. Hierarchical level features based trainable segmentation for electron microscopy images, BioMedical Engineering OnLine, 12:59 doi:10.1186/1475-925X-12-59, 2013.
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  • Lijin Wang, Yilong Yin, Yiwen Zhong. Cuckoo search algorithm with dimension by dimension improvement, Journal of Software, 24(11):2687-2698, 2013(in Chinese).
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  • Hui-Dong Liu, Ming Yang, Yang Gao, Yilong Yin, Liang Chen. Bilinear Discriminative Dictionary Learning for Face Recognition, Pattern Recognition, doi: http://dx.doi.org/10.1016/j.patcog.2013.11.007, 2013.
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  • Xiaoming Xi, Yilong Yin, Gongping Yang, Xianjing Meng. Personalized Fusion Method Based on Finger Vein and Finger Contour, Journal of Computer Research and Development,50(9): 1914-1923, 2013(in Chinese).
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  • Gongping Yang, Rongyang Xiao, Yilong Yin and Lu Yang. Finger Vein Recognition Based on Personalized Weight Maps, Sensors, 13(9): 12093-12112, 2013.
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  • Wei Qin, Yilong Yin, Lili Liu. Video-based Fingerprint Verification, Sensors, 13(9): 11660-11686, 2013.
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  • Xianjing Meng, Yilong Yin, Gongping Yang and Xiaoming Xi. Retinal Identification Based on an Improved Circular Gabor Filter and Scale Invariant Feature Transform, Sensors, 13(7): 9248-9266, 2013.
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  • Ying Li, Yilong Yin, Gongping Yang. Sensor-oriented feature usability evaluation in fingerprint segmentation, Optical Engineering, 52(6), pp: 067201-1-12, 2013.
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  • 胡欣欣,尹义龙. 求解连续函数优化问题的合作协同进化布谷鸟搜索算法[J].模式识别与人工智能. 2013(11)
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  • Miao Ma, Renyuan Wan, Yilong Yin. Multi-focus Image Fusion Based on Grey Relation of Similarity in Curvelet Domain, Chinese Journal of Electronics, 40(10):1984-1988, 2012(in Chinese).
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  • Shuaiqiang Wang, Xiaoming Xi, Yilong Yin. Importance Weighted Passive Learning, In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM2012), pp: 2243-2246, Maui, Hawaii, USA, October 29 - November 2, 2012.
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  • Shuaiqiang Wang, Byron J. Gao, Shuangling Wang, Guibao Cao, Yilong Yin. Polygene-based Evolution: A Novel Framework for Evolutionary Algorithms, In Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM2012), pp: 2263-2266, Maui, Hawaii, USA, October 29 - November 2, 2012.
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  • Gongping Yang, Xiaoming Xi, Yilong Yin. Finger-vein Recognition Based on (2D)2 PCA and Metric Learning, Journal of Biomedicine and Biotechnology, Vol. 2012, Article ID 324249, 9 pages, doi:10.1155/2012/324249, 2012.
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  • Gongping Yang, Ying Li, Yilong Yin, Ya-Shuo Li. Two-Level Evaluation on Sensor Interoperability of Features in Fingerprint Image Segmentation, Sensors, 12(3), PP: 3186-3199,2012.
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  • Wei Qin, Yilong Yin. A Novel Method Using Videos for Fingerprint Verification, International Journal of Pattern Recognition and Artificial Intelligence, 26(1), doi:10.1142/S0218001412560022, 2012.
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  • Yilong Yin, Yanbin Ning, Chunxiao Ren, Li Liu. A framework of multitemplate ensemble for fingerprint verification, Eurasip Journal on Advances in Signal Processing 2012(1), DOI:10.1186/1687-6180-2012-14, 2012.
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  • Guang-Tong Zhou, Kai Ming Ting, Fei Tony Liu and Yilong Yin.Relevance Feature Mapping for Content-Based Multimedia Information Retrieval, Pattern Recognition, 45(4), PP: 1707-1720, 2012.
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  • Gongping Yang, Xiaoming Xi, YilongYin. Finger Vein Recognition Based on a Personalized Best Bit Map, Sensors, 12(2), PP: 1738-1757, 2012.
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  • Miao Ma, Jianhui Liang, Minguo, Yi Fan, Yilong Yin. SAR image segmentation based on Artificial Bee Colony algorithm, Applied Soft Computing, 11(8), PP: 5205-5214, 2011 .
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  • Dawei Weng, Yilong Yin, Dong Yang. Singular Points Detection Based on Multi-resolution in Fingerprint Images, Neurocomputing,74(17),PP: 3376-3388, 2011 .
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  • Cailing Dong, Yilong Yin, Xiukun Yang. Detecting Malignant Patients via Modified Boosted Tree, SCIENCE CHINA Information Sciences. 53(7): 1369-1378,2010.
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  • Zhi Liu, Yilong Yin, Hongjun Wang, Shangling Song, Qingli Li. Finger Vein Recognition with Manifold Learning, Journal of Network and Computer Applications, 33(3): 275-282, 2010.

  • Academic Activities
      International Conferences
        
  • CKBR2013( The 2013 China-Korea Biometric Recognition Joint Seminar, October 24 - 26, 2013, Tianjin, China)         PC Chair
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  • CIKM2012(the 21st ACM International Conference on Information and Knowledge Management, October 29 - November 02, 2012, Maui, U.S.A)         Publicity co-chair
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  • APSIPA ASC 2011(the 3th Asia Pacific Signal and Information Processing AssociationAnnual Summit and Conference,October 18 - 21, 2011, Xi'an, Shanxi, China)          Session Chair
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  • ICNC-FSKD2008(the 4th International Conference on Natural Computation and The 5th International Conference on Fuzzy Systems and Knowledge Discovery, August 25-27, 2008 ,Jinan, Shandong, China)        General Co-Chair
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  • ICMLC2011(International Conference on Machine Learning and Cybernetics, July 10-13,2011, Guilin, Guangxi, China)         PC Member
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  • CIS2009 (2009 International Conference on Computational Intelligence and Security, December 11-14,2009, Beijing, China)        PC Member
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  • CyberC2009 (International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, October 10-11, 2009, Zhangjiajie, China)        PC Member
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  • IJCBS2009 (the International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing, August 3-6, 2009, Shanghai, China)        PC Member & Publicity Chair
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  • RSKT2009 (the Fourth International Conference on Rough Set and Knowledge Technology, July 14-16, 2009, Gold Coast, Australia)        PC Member
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  • RSKT2008 (the 3rd International Conference on Rough Sets and Knowledge Technology, May 16-19, 2008, Chengdu, China)        PC Member
  •   Native Conferences
        
  • NCIIP2015(the 5th National Conference on Intelligent Information Processing, August 2015, Qingdao, China)        PC Member
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  • CCDM2014(the 5th China Conference on Data Mining, May 2014, Zhejiang, China)        PC Member & Publication Committee Chair
  •     
  • VALSE2014(the 4th Vision And Learning Seminar, April 2014, Qingdao, China)        Local Chair
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  • CCBR2013(the 8th Chinese Conference on Biometric Recognition, November 2013, Jinan, China)        General Co-Chair
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  • CCF-AI'2013(the CCF Conference on Artificial Intelligence, July&August 2013 ,Beijing, China)        PC Member
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  • CIE-YC'2012(the 18th Youth Academic Annual Conference of Chinese Institute of Electronics, December 2012 ,Beijing, China)        PC Member
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  • CCBR2012(the 7th Chinese Conference on Biometric Recognition, December 2012 ,Guangzhou, China)        PC Member
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  • TCMVFL2012(the 13th Chinese Conference on Multiple-Valued and Fuzzy Logic, October 2012 ,Shanghai, China)        PC Member
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  • CCBR2011(the 6th Chinese Conference on Biometric Recognition, December 2011 ,Beijing, China)        PC Member
  •     
  • CCML2011(the 13th China Conference on Machine Learning, August 2011, Wuyishan, China)        PC Member
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  • CCDM2011(the 4th China Conference on Data Mining, May 2011, Guangzhou, China)        PC Member
  •     
  • CCML2010 (the 12th China Conference on Machine Learning, August 2010, Jinan, China)        Program Co-Chair
  •     
  • CCDM2009 (the 3th China Conference on Data Mining, August 2009, Yantai, China)        PC Member
  •     
  • NCIIP2009 (the 2nd National Conference on Intelligent Information Processing, May 2009, Xuzhou, China)        PC Member
  •     
  • CCML2008 (the 11th China Conference on Machine Learning, August 2008, Dalian, China)        PC Member
  •     
  • Agent2008 (the 3rd National Conference on Agent Theory and Application, April 2008, Nanjing, China)        PC Member
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  • CSCA2007 (the 2th China Seminar on Classification and Application, May 2007, Zhengzhou, China)        PC Member
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  • CCML2006 (the 10th China Conference on Machine Learning,2006, Haikou, China)        PC Member
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  • CSCA2005 (the 1th China Seminar on Classification and Application, September 2005, Beijing, China)        PC Member
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  • CCML2004 (the 9th China Conference on Machine Learning,October 2004, Shanghai, China)        PC Member
  •     
  • SINOBIOMETRICS2004(the 5th Chinese Conference on Biometric Recognition,December 2004 , Guangzhou, China)        Session Chair

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