导师姓名：袁伟伟
性别：女
人气指数：133

所属院校：南京航空航天大学
所属院系：计算机科学与技术学院
职称：副教授
导师类型：硕导
招生专业：计算机科学与技术


通讯方式 :
电子邮件：yuanweiwei@nuaa.edu.cn


科研工作 :
发表学术论文,出版专著情况：
个人主页：http://www.weiweiyuan.org/

Journal papers:
1.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)
2.Weiwei Yuan, Donghai Guan, Young-Koo Lee and Sungyoung Lee, “The Small-World Trust Network”, Applied Intelligence 35(3): 399-410 (2011) (SCI)
3.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)
4.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)
5.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)
6.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)
7.Weiwei Yuan, Guan, D., Jin, Y. (2014). Optimized Reputable Sensing Participants Extraction for Participatory Sensor Networks. Mathematical Problems in Engineering, 2014. (SCI)
8.Donghai Guan, Weiwei Yuan, Tinghuai Ma, Sungyoung Lee. (2014). Detecting potential labeling errors for bioinformatics by multiple voting. Knowledge-Based Systems, 66, 28-35. (SCI)
9.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)
10.Donghai Guan, Weiwei Yuan (2013). A Survey of mislabeled training data detection techniques for pattern classification. IETE Technical Review, 30(6), 524-530. (SCI)
11.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)
12.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)
13.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)
14.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)
15.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)
16.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).
17.Donghai Guan, Weiwei Yuan, A Rough Set Method for Co-training Algorithm, International Journal of Signal Processing, Image Processing and Pattern Recognition, 2013.
18.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.: **736.
19.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: **490.
20.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
21.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.
Patents:
22.Sungyoung Lee, Young-Koo Lee, Yuan Weiwei, "Behavior Based Method and System for Filtering out unfair rating for Trust Models", US Patent No.：12/494446, Publication date: December 31, 2009.
23.捞铰锋, 捞康备, 蜡救傀捞傀捞, "公急 季辑 匙飘况农俊辑狼 脚汾己 包府 规过", Korean Patent No.: **, Publication Date: July 1, 2010.
24.捞铰锋 蜡救 傀捞傀捞 悼窍捞 备救, “蜡仿 眠玫牢阑 捞侩茄 版樊拳等 殿鞭 抗螟 厘摹 棺 规过 (Apparatus and Method for Lightweight Rating Prediction using Influential Recommender)”, Korea Patent, Application No.: 10-2**, Application data: 2012.10.19
25.捞铰锋 悼窍捞 备救 蜡救 傀捞傀捞, “脚汾档 扁馆 眠玫 厘摹甫 困茄 眠玫牢 八祸 规过 (Method for Recommender Search in Trust-Aware Recommender System)”, , Korea Patent, Application No.: 10-2**, Application data: 2012.11.30
Book Chapters:
26.Donghai Guan, Weiwei Yuan, Sungyoung Lee, Sensor Based Activity Systems, Book: Measurement, Instrumentation, and Sensors Handbook, Second Edition, Vol. 2, Chapter 63, 2013.
Conference papers:
27.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
28.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.
29.Weiwei Yuan, Donghai Guan and Sungyoung Lee, “Extract Reputable Users for Trust-Aware Applications”, IMCOM 2014: 52..
30.Weiwei Yuan, Donghai Guan, “Russian roulette based recommender searching mechanism for trust-aware recommender system”, FTRA AIM-13, accepted.
31.Weiwei Yuan, Donghai Guan, Yong-Koo Han, Sungyoung Lee, Young-Koo Lee, “More reputable recommenders give more accurate recommendations?” ICUIMC 2013: 24.
32.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.
33.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.
34.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.
35.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.
36.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.
37.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.
38.Weiwei Yuan, Donghai Guan, Sungyoung Lee, and Heejo Lee, “Using Reputation System in Ubiquitous Healthcare”, The 9th IEEE International Conference on e-Health Networking, Applicatio