Assistant Professor of Statistics, Department of Statistiscs, Purdue University
Joint appointment at Regenstrief Center for Healthcare Engineering, Purdue University
Department of Statistics
Purdue University
150 N. University St.
West Lafayette, IN, 47907Web: www.stat.purdue.edu/~lingsong
Email: lingsong AT purdue DOT edu
Tel: 765-494-7913 (office)
Dissertation Title: Functional Singular Value Decomposition and MultiResolution Anomaly Detection Method
Advisors: J. S. Marron, Zhengyuan Zhu and Haipeng Shen.
Advisor: Xuan Lu.
Statistical Methodology
High dimensional inference
Functional Data Analysis
Multiscale MethodsApplications
Network traffic
Bioinformatics
Healthcare Engineering
2010 Spring, STAT 50300 Statistical Methods for Biology
Wu, M. C., Zhang, L., Wang, Z., Christiani, D. C. and Lin, X. (2009) "Sparse linear discriminant analysis for simultaneous testing for the significance of a gene set/pathway and gene selection", Bioinformatics, 25(9), pp. 1145-1151.
Zhang, L., Zhu, Z., Jeffay, K., Marron, J. S. and Smith, F. D. (2008), "MultiResolution Anomaly Detection for the Internet", Proceedings of IEEE INFOCOM Workshop on Auto mated Network Management, Phoenix, AZ, April 18, 2008, (acceptance rate is 30%).
Zhang, L., Marron, J. S., Shen, H. and Zhu, Z. (2007), "Singular Value Decomposition and its Visualization", Journal of Computational and Graphical Statistics, vol. 16, no. 4, pp. 833-854.
Terrell, J. and Zhang, L., Jeffay, K., Nobel, A., Shen, H., Smith, F. D., Zhu, Z. (2005), "Multivariate SVD Analyses for Network Anomaly Detection", SIGCOMM Poster Proceeding (Refereed), Philadelphia, August, 2005. (Co-rst author)
last updated on November 28, 2009 11:41 AM