Contact Information
Email: chenshuyan@seu.edu.cn
Mailing Address:
Transportation College, Southeast University
No.2 Sipailou, Nangjing, Jiangsu Province, China
Zipcode: 210096
Education
09. 1985-07.1989: Undergraduate student for Bachelor degree in Department of Computer, Southeast University, China.
09. 1989-04.1992: Postgraduate student for Master Degree in Department of Computer, Southeast University, China.
09. 1999-05.2003: Postgraduate student for doctor degree in Institute of System Engineering, Southeast University, China.
Work Experience
06.2003-09.2005:Postdoctor researcher in college of Transportation, Southeast University, China.
10.2005-09.2006:Visiting scholar for one year inDepartment of computer,Freiburg University, Germany.
10.2006-04.2010:Associate professor in Transportation College, Southeast University, China.
2015.09-09. 2016 Visiting scholar for one year inDepartment of electrical & computer Engineering, State University of New York at Binghamton, America
04.2010-now:Professor in Transportation College, Southeast University, China.
Teaching Experiences
Basis of computer application; Compile principal; Data structure; software engineering; operating systems; 8088 assemble language; C programming language; Visual Basic; Visual FoxPro; Database III; Management information systems; Intelligent control theory and its applications; Data mining and its applications to ITS, Traffic engineering; Traffic simulations;
Research Projects
1.2014.01-2017.12, Arterial incident detection and route guidance based on Intellidrive, funded by National Natural science Foundation of People's Republic of China, Grant No. 61374195
2.2011.01- 2013.12, Research on key algorithms of automatic incident detection and incident clearance, funded by National Natural science Foundation of People's Republic of China, Grant No. 61074141.
3.2012.01- 2014.12, Traffic State Perception Measures and Urban Bus Rapid Transit Priority Key Technology, Supported by National High Technology Research and Development Program of China under Grant No. 2012AA112304.
4.2011.01- 2013.12, Regional traffic intelligent analysis and control technology based on travel behavior, Supported by National High Technology Research and Development Program of China under Grant No. 2011AA110302.
5.2012.01- 2014.12,Traffic state perception and city bus transit security technology, Supported by National High Technology Research and Development Program of China under Grant No. 2012AA112304
6.2013.01-2014.12, Arterial incident detection and route guidance based on Intellidrive, Funding six talent peaks project funded by Jiangsu province human resources and social security bureau, Grant No. 2012-WLW-015.
7.2006.10-2008.10, Algorithms of traffic incident automatic detection in highway based on data mining, Supported by China Postdoctoral Science Foundation (Grant No. 20070411016).
8.2006.10-2008.10, Novel technology of highway traffic incident detection, Jiangsu province postdoctoral science foundation (Grant No. 0701002C ).
9.2007.01-2008.12, Research on algorithms of traffic incident automatic detection, the ministry of personnel of China Foundation for Returness (Grant No. 2007102SB90177)
10.2006.04-2007.12, intelligent analysis of traffic accident information, Jiangsu Province Key Laboratory of transportation planning and management Open project ( Grant No. 06001)
Selected Publications
1.Shuyan Chen,Wei Wang, Henk van Zuylen. A comparison of outlier detection algorithms for ITS data, Expert Systems with Applications, 2010, 37 (2),1169-1178.(SCI)
2.Shuyan Chen,Wei Wang, Henk van Zuylen. Construct support vector machine ensemble to detect incident. Expert systems with applications, 36 (2009), pp. 10976-10986. (SCI)
3.Shuyan Chen,Wei Wang. Decision tree learning for Freeway Automatic Incident Detection., Expert systems with applications, Volume 36, Issue 2, Part 2, March 2009,Pages 4101-4105.(SCI)
4.Wei Wang, Shuyan Chen, et al. Incident detection algorithm based on partial least squares regression. Transportion research part C, 2008, 16(1): 54-70.(SCI)
5.Jian Lu, Shuyan Chen,Wei Wang, Henk van Zuylen。A Hybrid Model of Partial Least Squares and Neural Network for Traffic Incident Detection, Expert Systems With Applications2012，39,4775-4784（SCI）
6.Jian Lu, Shuyan Chen,Wei Wang, Bin Ran. Traffic Automatic Incident Detection based on nFOIL，Expert Systems With Applications，2012，39, 6547–6556（SCI）
7.Jian Gu and Shuyan Chen, Nonlinear Analysis on Traffic Flow Based on Catastrophe and Chaos Theory, Discrete Dynamics in Nature and Society, vol. 2014, 2014（SCI）
8.Shuyan Chen and Wei Wang (2006): Traffic volume forecasting based on wavelet transform and neural networks. Lecture Notes in Computer Science, 3973 LNCS,1-7.(SCI)
9.Shuyan Chen. Traffic Incident Detection Based On Partial Least Squares and Neural Networks, Postdoctor report, Technology University of Delft, 2009.03
10.Wei Wang, Shuyan Chen and Xiaojian Hu. Novel integrated method of bus speed guidance and dispatching based on one route one line and run straight mode [ J ].Journal of Southeast University (Natural Science Edition), 2008, 38(6) : 1110-1115.
11.Shuyan Chen Wei Wang, and Gaofeng Qu. Outlier detection in traffic data sets serving for intelligent transportation system [J]. Journal of Southeast University (Natural Science Edition), 2008, 38 (4) : 723-726.
12.Shuyan Chen Wei Wang, and Jian Lu.Data analysis with outlier detection to detect pavement roughness, International conference of Chinese logistics and transportation professionals, 2008, Chengdu, China, 2602-2607
13.Gaofeng Qu, Shuyan Chen and, Qingbao Zhu, etc. Determine traffic signal timing plan with particle swarm optimization, Journal of Computational Information Systems ,2008,4(4): 2809-2816.
14.Wei Wang, Shuyan Chen and Gaofeng Qu. Shuyan Chen, Wei Wang, et al. Comparison between partial least square and support vector machine for freeway incident detection,Proceedings of the 2007 IEEE Intelligent Transportation Systems Conference, Seattle, WA, USA, Sept. 30 - Oct. 3, 2007, 190-195.
15.Shuyan Chen, Wei Wang, et al. Traffic Incident Detection- A Rough Sets Approach, Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, Hong Kong, 19-22 August 2007, pp.3734-3739.
16.Hailin CHEN, Shuyan CHEN, Zhenyu LIU, and Henhong LIANG, Development of Management System of Traffic Monitoring Resource Based on GIS, (11thInternational Conference of Chinese Transportation Professionals) ICCTP 2011,1063-1072.(EI,20114014393123)
17.Changjiang Zheng, Qiang Zhou, Shuyan Chen, and Zhangxiao Yu. Urban Road Traffic Incident Auto-Detecting Based on Decision Fusion, ICCTP 2011, 1348-1359. (EI)
18.Wei-wei Wu, Shuyan Chen, and Chang-jiang Zheng. Traffic Incident Duration Prediction Based on Support Vector Regression, ICCTP 2011, 2412-2421. (EI, 20114014393275)
19.Jian Lu, Shuyan Chen, Wei Wang, Henk van Zuylen. A Hybrid Model of Partial Least Squares and Neural Network for Traffic Incident Detection, Expert Systems With Applications, 2012, 39, 4775-4784
20.Jian Lu, Shuyan Chen, Wei Wang, Bin Ran. Traffic Automatic Incident Detection based on nFOIL, Expert Systems With Applications, 2012, 39,6547–6556.
21.Jian Gu, Shuyan Chen. Forecasting the short-term traffic flow based on wavelet transform and support vector regression, ICTIS 2013: Improving Multimodal Transportation Systems-Information, Safety, and Integration. pp. 1046-1052.
22.Xuanqiang Wang, Shuyan Chen,Wenchang Zheng. Analysis of Regression Method on Traffic Incident Duration Prediction, The 2nd International Conferenceon Transportation Information and Safety； ICTIS 2013: pp. 1008-1015
23.Xuanqiang Wang, Shuyan Chen,Wenchang Zheng. Traffic incident duration prediction based on partial least squares regression, COTA International conference of transportation professionals (CICTP 2013).COTA International Conference of Transportation Professionals CICTP2013, pp.425 – 432
24.Xuanqiang Wang, Shuyan Chen, Jian Gu, Wenchang Zheng. Traffic incident duration analysis based on cyclic subspace regression, The Fourth International Conference on Transportation Engineering；ICTE 2013: pp. 2854-2860.
25.Wenchang Zheng, Shuyan Chen, etc. An Imbalanced Datasets Based SVDD-AID Algorithm, American Society of Civil Engineers, ICTIS 2013, 1178-1184.