[PHOTO]             袁伟伟

工学博士,副教授,硕士生导师
计算机科学与技术学院, 南京航空航天大学

地址:南京市秦淮区御道街29号
电话: 18652961478
QQ: 76735782
Email: yuanweiwei(at)nuaa.edu.cn


研究兴趣: 信任感知应用、推荐系统、普适计算、机器学习等

欢迎对上述研究感兴趣的同学报考我的硕士研究生

要求:可独立思考,具有较好的数学基础及英语读写能力,有一定的编程能力

                       

论文成果   同事和朋友   教学   履历   教育背景   项目   English Version


履历

2014.11 - 至今,南京航空航天大学 计算机科学与技术学院,副教授,硕士生导师
2012.08 - 2014.02 韩国 庆熙大学 计算机工程学院,博士后
2012.09 - 2014.10 哈尔滨工程大学 计算机科学与技术学院


教育背景

2002年,本科 毕业于哈尔滨工程大学,自动化学院,电机电器及其控制专业
2005年,硕士 毕业于哈尔滨工程大学,计算机科学与技术学院,计算机应用技术专业
2010年,博士 毕业于韩国 庆熙大学,计算机工程学院


国家级项目

近5年主持及参与的自然科学基金项目
1)2012.01 - 2014.12 物联网环境下基于情景的社会化信任感知推荐系统模型研究,国家自然科学基金青年项目,主持
2)2013.07 - 2015.06 基于生活记录的健康管理决策支持引擎研究,国家自然科学基金国际合作项目,参与(排名第二)
3)2013.01 - 2016.12 网构软件多策略信任演化博弈机制研究,国家自然科学基金面上项目,参与(排名第三)


同事和朋友

南航: 关东海李博涵朱友文朱旗朱小军更多
哈工程: 张勇刚李宁印桂生冯晓宁王卓潘海为
更多: 舒磊,吴晓翎,更多


教学

2015 春季学期
本科生课程: 形式语言与自动机
课件 前言
第一章
第二章
第三章

2015 秋季学期
本科生课程: 数据融合


发表论文

更新日期: 2015年3月17日


期刊论文

  • Weiwei Yuan , Donghai Guan, Young-Koo Lee, Sungyoung Lee and Sung Jin Hur, Improved Trust-Aware Recommender System using Small-Worldness of Trust Networks, Knowledge-Based Systems 23 (2010) 232-238. (SCI)

  • Weiwei Yuan , Donghai Guan, Young-Koo Lee and Sungyoung Lee, The Small-World Trust Network, Applied Intelligence 35(3): 399-410 (2011) (SCI)

  • Weiwei Yuan , Donghai Guan, Young-Koo Lee and Sungyoung Lee, iTARS: Trust-Aware Recommender System using Implicit Trust Networks, IET Communications 14 (2010) 1709 - 1721. (SCI)

  • Weiwei Yuan , Donghai Guan, Eui-Nam Huh and Sungyoung Lee, Harness Human Sensor Networks for Situational Awareness in Disaster Reliefs: A Survey, IETE Technical Review, accepted. (SCI)

  • Weiwei Yuan , Donghai Guan, Lei Shu, Jianwei Niu, Recommender Searching Mechanism for Trust-Aware Recommender Systems in Internet of Things, Journal for Control, Measurement, Electronics, Computing and Communications, 54(4), 427-437 2014 (SCI)

  • Weiwei Yuan , Guan, D., Lee, S., & Wang, J. (2014). Skeleton Searching Strategy for Recommender Searching Mechanism of Trust-Aware Recommender Systems. The Computer Journal, bxu011. (SCI)

  • Weiwei Yuan , Guan, D., & Jin, Y. (2014). Optimized Reputable Sensing Participants Extraction for Participatory Sensor Networks. Mathematical Problems in Engineering, 2014. (SCI)

  • Donghai Guan, * Weiwei Yuan , Tinghuai Ma, Sungyoung Lee. Detecting potential labeling errors for bioinformatics by multiple voting. Knowledge-Based Systems, 66, 28-35, 2014 (SCI) (corresponding author)

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, Najeebullah, K., & Rasel, M. K. (2014). A Review of Ensemble Learning Based Feature Selection. IETE Technical Review, 31(3), 190-198. (SCI)

  • Donghai Guan, * Weiwei Yuan (2013). A Survey of mislabeled training data detection techniques for pattern classification. IETE Technical Review, 30(6), 524-530. (SCI)(corresponding author)

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, and Sungyoung lee. Nearest Neighbor Editing Aided by Unlabeled Data. Information Sciences, Vol 179, Issue 13, pp. 2273-2282, 2009 (SCI)

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee and Sungyoung Lee, Identifying mislabeled training data with the aid of unlabeled data, Applied Intelligence 35(3): 345-358 (2011) (SCI)

  • Donghai Guan, Tinghuai Ma, Weiwei Yuan , Young-Koo Lee, A. Jehad, Review of sensor-based activity recognition systems, IETE Technical Review, Vol. 28-5, pp. 418-433 (2011) (SCI)

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee and Sungyoung Lee, Study of Relief-F and Information Gain on Mislabeled Training Data, INFORMATION - An International Interdisciplinary Journal, Accepted (SCI)

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, Andrey Gavrilov, and Sungyoung Lee. Improving Supervised Learning Performance by Using Fuzzy Clustering Method to Select Training Data. Journal of Intelligent & Fuzzy Systems, Vol 19, pp. 321-334, 2008. (SCI)

  • Linshan Shen, * Weiwei Yuan , Donghai Guan, Global Rating Prediction Mechanism for Trust-Aware Recom-mender System using K-Shell Decomposition, International Journal of Hybrid Information Technology, 2013, 6(2). (corresponding author)

  • Donghai Guan, Weiwei Yuan , A Rough Set Method for Co-training Algorithm, International Journal of Signal Processing, Image Processing and Pattern Recognition, 2013.

  • Guisheng Yin, Yanan Zhang, Weiwei Yuan , Xiaohui Cui, A Personalized spam page detection method using Hidden Markova Model, Journal of Convergence Information Technology, 2012 vol. 7 No. 12, Access No.: 20123015280736.

  • Guisheng Yin, Yanan Zhang, Weiwei Yuan , Yuxin Dong, An Efficient Hidden Markov Model Based Spam Page Detection Method, Journal of Computational Information Systems, 2012,volume 8 number 15, Accession number: 20123915472490.

  • Yuanfeng Jin, Tinghuai Ma, Donghai Guan, Weiwei Yuan , Chengmin Hou, Review of applications of partial differential equations for image enhancement, Scientific Research and Essays Vol. 7(44), pp. 3766 -3783, 12 November, 2012

  • Guisheng Yin, Yanan Zhang, Yunxin Dong, Weiwei Yuan , Hongbin Dong. (2013). A boost factor based detection method for abnormal rank of microblogging. Journal of Harbin Engineering University, 4, 015.

  • 会议论文

  • Weiwei Yuan , Donghai Guan, Linshan Shen, Haiwei Pan. (2014, April). An empirical study of filter-based feature selection algorithms using noisy training data. In Information Science and Technology (ICIST), 2014 4th IEEE International Conference on (pp. 209-212). IEEE

  • Weiwei Yuan , Donghai Guan, Linshan Shen, Haiwei Pan. (2014, April). Finding suitable number of recommenders for trust-aware recommender systems: An experimental study. In Information Science and Technology (ICIST), 2014 4th IEEE International Conference on (pp. 119-122). IEEE.

  • Weiwei Yuan , Donghai Guan and Sungyoung Lee, Extract Reputable Users for Trust-Aware Applications, IMCOM 2014: 52..

  • Weiwei Yuan , Donghai Guan, Russian roulette based recommender searching mechanism for trust-aware recommender system, FTRA AIM-13, accepted.

  • Weiwei Yuan , Donghai Guan, Yong-Koo Han, Sungyoung Lee, Young-Koo Lee, More reputable recommenders give more accurate recommendations? ICUIMC 2013: 24.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee and Sungyoung Lee, Undiagnosed Samples Aided Rough Set Feature Selection for Medical Data, 2012 2nd IEEE International Conference on Parallel Distributed and Grid Computing (PDGC), 2012, pp. 639-644.

  • Weiwei Yuan , Donghai Guan, Young-Koo Lee and Sungyoung Lee, Reliable Information Extraction for Lifecare System, KOREAN INSTITUTE OF INFORMATION SCIENTISTS AND ENGINEERS, 2012, pp. 144-146.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee and Sungyoung Lee, Integrating Feature Selection with Active Learning for Activity Recognition, KOREAN INSTITUTE OF INFORMATION SCIENTISTS AND ENGINEERS, 2012, pp. 295-297.

  • Weiwei Yuan , Yongkoo Han, Donghai Guan, Sungyoung Lee, Young-Koo Lee, Efficient routing on finding recommenders for trust-aware recommender systems, ICUIMC '12 Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, Article No. 29.

  • Weiwei Yuan , Donghai Guan, Lei Shu, Jianwei Niu: Efficient Searching Mechanism for Trust-Aware Recommender Systems Based on Scale-Freeness of Trust Networks. TrustCom 2012: 1819-1823.

  • Weiwei Yuan , Donghai Guan, and Sungyoung Lee, Trust Management for Ubiquitous Healthcare, Parallel and Distributed Processing with Applications, 2008. ISPA '08. International Symposium on, 2008, pp. 63-70.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee, and Heejo Lee, Using Reputation System in Ubiquitous Healthcare, The 9th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2007), Taipei, June 19-22, 2007. ISBN: 1-4244-0942-x, pp 182-186.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee, and Young-Koo Lee, The Role of Trust in Ubiquitous Healthcare, the 9th IEEE International Conference on e-Health Networking, Application & Services (Healthcom 2007), Taipei, June 19-22, 2007. ISBN: 1-4244-0942-x, pp 312-315.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee and Young-Koo Lee, A Reputation System based on Computing with Words, International Wireless Communications and Mobile Computing Conference 2007 (IWCMC 2007), August 12-16, 2007, Honolulu, Hawaii. ISBN:978-1-59593-695-0. pp, 132-137.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee and Heejo Lee, Bayesian Memory-Based Reputation System, International Mobile Multimedia Communications Conference (MobiMedia 2007), ISBN:978-963-06-2670-5, Article No. 9.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, and Sungyoung Lee, Training data selection based on Fuzzy C-means, Proc. of Fuzz-IEEE (WCCI2008), Hong Kong, China. ISBN: 978-1-4244-1818-3, pp. 761-765.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, and Sungyoung Lee, Semi-supervised Nearest Neighbor Editing, Proc. of IJCNN-IEEE (WCCI2008), Hong Kong, China. ISBN: 978-1-4244-1820-6, pp. 1183-1187.

  • Donghai Guan, Weiwei Yuan , Sungyoung Lee and Young-Koo Lee, Context Selection and Reasoning in Ubiquitous Computing, The 2007 International Conference on Intelligent Pervasive Computing (IPC-07), October 11th ~ 13th, 2007, in Jeju Island, Korea, ISBN: 978-0-7695-3006-0, pp. 184-187.

  • Donghai Guan, Weiwei Yuan , Seong Jin Cho, Andrey Gavrilov, Young-Koo Lee, Sungyoung Lee:, Devising a context selection-based reasoning engine for context-aware ubiquitous computing middleware, Proc. of International Conference on Ubiquitous Intelligence and Computing (UIC 2007, LNCS), Hong Kong, China, July, 2007. ISBN: 978-3-540-73548-9, pp. 849-857.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, Andrey Gavrilov and Sungyoung Lee, Activity Recognition Based on Semi-supervised Learning, The 13th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, August 21-24, 2007, Korea. ISSN: 1533-2306.ISBN: 978-0-7695-2975-2.pp. 469-475.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, Andrey Gavrilov and Sungyoung Lee, Combining Multi-layer Perceptron and K-means for Data Clustering with Background Knowledge, The 2007 International Conference on Intelligent Computing (ICIC2007, Springer), August 21-24, Qingdao, China. ISSN 1865-0929 (Print) 1865-0937 (Online). pp. 1220-1226.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee, and Youngkoo Lee, A Dynamic Trust Model Based on Naive Bayes Classifier for Ubiquitous Environments, The 2006 International Conference on High Performance Computing and Communications (HPCC-06). LNCS 4208, ISBN 3-540-39368-4, pp.562-571.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee and Youngkoo Lee, Finding Reliable Recommendations for Trust Model, The 7th International Conference on Web Information Systems Engineering (WISE 2006). LNCS 4255, ISBN 3-540-48105-2. pp 375-386.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee, and Youngkoo Lee, A Context-Based Architecture for Reliable Trust Model in Ubiquitous Environments, The 14th IEEE International Conference on Networks (ICON2006), Singapore, Sep 13-15, 2006. ISBN: 0-7803-9746-0, pp236-240.

  • Weiwei Yuan , Donghai Guan, Le Xuan Hung, Sungyoung Lee, and Youngkoo Lee, A Trust Model with Dynamic Decision Making For Ubiquitous Environments, The 14th IEEE International Conference on Networks (ICON2006), Singapore, Sep 13-15, 2006. ISBN: 0-7803-9746-0, pp230-235.

  • Donghai Guan, Weiwei Yuan , Andrey Gavrilov, Young-Koo Lee, Sungyoung Lee and Sang Man Han, Using Fuzzy Decision Tree to Handle Uncertainty in Context Deduction, 2006 International Conference on Intelligent Computing, ISBN: 978-3-540-37274-5, ISSN: 0302-9743, LNAI 4114, pp. 63-72.

  • Le Xuan Hung, Hassan Jammeel, Seong Jin Cho, Weiwei Yuan , Sungyoung Lee and Young-Koo Lee, A Trust Model for Uncertain Interactions in Ubiquitous Environments, IEEE Intelligence and Security Informatics Conference (ISI 2006). LNCS: 3975 pp. 755-757.

  • Hassan Jameel, Riaz Ahmed Shaikh, Le Xuan Hung, Weiwei Yuan , S. M. K. Raazi, N. T. Canh, S. Lee, H. Lee, Y. Son, and Mi. Fernandes, Image-Feature based Human Identification Protocols on Limited Display Devices, 9th International Workshop on Information Security Applications (WISA 2008), Jeju Island, Korea, Sep 2008 .

  • L.X. Hung, R.A. Shaikh, H. Jameel, S.M.K.R. Raazi, W. Yuan , N.T. Canh, P.T.H. Truc, S. Lee, Y. Son, and M. Fernandes, Activity-Oriented Access Control for Ubiquitous Environments, Consumer Communications and Networking Conference, 2009. CCNC 2009. 6th IEEE, 2009, pp. 1-5.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee, Young-Koo Lee, and Heejo Lee, Filtering out Unfair Recommendations for Trust Model in Ubiquitous Environments, Second International Conference on Information Systems Security (ICISS 2006) 17-21 December 2006, Kolkata, India. LNCS 4332, ISBN 3-540-68962-1, pp 357-360.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee and Sungyoung Lee, Utilizing a Hierarchical Method to Deal with Uncertainty in Context-aware Systems, 2006 International Conference on Intelligent Computing, ISBN: 978-3-540-37255-4, ISSN: 0170-8643, LNCS 344, pp. 741-746.

  • Brian J. d扐uriol, Pramod Chikkappaiah, Weiwei Yuan , Sungyoung Lee and Young-Koo Lee, Query Responsive Awareness Software: Inventory Control Case Study, ACM 2nd international conference on Ubiquitous information management and communication (ICUIMC 2008), ISBN:978-1-59593-993-7, pp. 520-524.

  • Weiwei Yuan , Donghai Guan, Sungyoung Lee, The Role of Reputation in Ubiquitous Healthcare System, the 27th KIPS Spring Conference, Korea. pp. 847-848.

  • Donghai Guan, Andrey Gavrilov, Weiwei Yuan , Sungyoung Lee and Young-Koo Lee, Data Clustering Using Hybrid Neural Network, the 27th KIPS Spring Conference, Korea. pp. 457-458.

  • Donghai Guan, Andrey V. Gavrilov, Weiwei Yuan , Young-Koo Lee and Sungyoung Lee, A Novel Hybrid Neural Network for Data Clustering, The 2007 International Conference on Machine Learning, Models, Technologies and Applications, WorldComp 2007, June 25-28, Las Vegas, USA. ISBN 1-60132-027-2. pp. 284-288.

  • Donghai Guan, Weiwei Yuan , Young-Koo Lee, Andrey Gavrilov and Sungyoung Lee, Data Selection Based on Fuzzy Clustering, The 12th International Conference on Fuzzy Theory & Technology (JCIS 2007), July 18-24, USA. DOI No: 10.1142/9789812709677_0174, Source: INFORMATION SCIENCES 2007, pp 1231-1237.

  • 专利

  • Sungyoung Lee, Young-Koo Lee, Weiwei Yuan , Behavior Based Method and System for Filtering out unfair rating for Trust Models, US Patent No.:12/494446, Publication date: December 31, 2009. 美国专利

  • ???, ???, ??????, ?? ?? ??????? ??? ?? ??, Korean Patent No.: 10-0969158, Publication Date: July 1, 2010. 韩国专利

  • ??? ?? ???? ??? ??, ?? ???? ??? ???? ?? ?? ?? ? ?? (Apparatus and Method for Lightweight Rating Prediction using Influential Recommender), Korea Patent, Application No.: 10-2012-0116946, Application data: 2012.10.19 韩国专利

  • ??? ??? ?? ?? ????, ??? ?? ?? ??? ?? ??? ?? ?? (Method for Recommender Search in Trust-Aware Recommender System), , Korea Patent, Application No.: 10-2012-0138104, Application data: 2012.11.30 韩国专利

  • 图书章节

  • Donghai Guan, Weiwei Yuan, Sungyoung Lee, Sensor Based Activity Systems, Book: Measurement, Instrumentation, and Sensors Handbook, Second Edition, Vol. 2, Chapter 63, 2013.