Selected Publications

• Joint Estimation of Multiple Graphical Models, submitted to JASA (joint with F. Guo, E. Levina and J. Zhu)
• Pairwise Variable Selection for High-dimensional Model-based Clustering, to appear in Biometrics (joint with F. Guo, E. Levina and J. Zhu)
• Algebraic Visual Analysis: The Catalano Phone Call Data Set Case Study, in Proceedings of VAKD (KDD) (2009), (joint with Anna Shaverdian, Hao Zhou and H.V. Jagadish)
• A co-training algorithm for multi-view data with applications in data fusion, Journal of Chemometrics (2009), 294-303 (joint with Mark Culp)
• On Multiview Learning with Additive Models, Annals of Applied Statistics (2009), 292-318 (joint with Mark Culp and Kjell Johnson)
• An Iterative Algorithm for Extending Learners to a Semi-supervised Setting, Journal of Computational and Graphical Statistics (2008)17, 545-571 (joint with Mark Culp)
• Graph Based Semi-supervised Leanring, IEEE Transactions on Pattern Analysis and Machine Intelligence (2008), 30, 174-179 (joint with Mark Culp)
• Homogeneity Analysis using Absolute Deviations, Computational Statistics and Data Analysis (2005), 48, 587-603
• Minimum Spanning Tree, in Encyclopedia of Statistics in Behavioral Science (2005), Everitt, Howell (eds.), Wiley
• Extensions to Principal Components, in Encyclopedia of Statistics in Behavioral Science (2005), Everitt, Howell (eds.), Wiley
• Weber Correspondence Analysis: The one-dimensional Case, Journal of Computational and Graphical Statistics (2004), 13, 946-953
• Data Visualization through Graph Drawing, Computational Statistics (2001), 3, 435-450
• Multilevel Homogeneity Analysis with Differential Weighting, Computational Statistics and Data Analysis (2001), 32, 411-442
• The Gifi System of Descriptive Multivariate Analysis, Statistical Science (1998), 13, 307-336