Assistant Professor
Phone: 407-823-3582
Local: TC2 211A
E-mail: Hsin.Huang@ucf.edu
Biography:
Ph.D., Statistics
University of Illinois at Chicago, Chicago, Illinois
Degree titled with Ph.D. of Mathematics
Major in Statistics and minor in Biostatistics
Concentration: Statistical Learning, Dimension Reduction, Classification, Cluster Analysis and Bioinformatics
May, 2014
M.S., Statistics
Georgia Institute of Technology, Atlanta, Georgia Major in Statistics and Industrial Engineering Concentration: Statistical Learning, Sequential Analysis August, 2011
M.S., Mathematics
National Taiwan University, Taipei, Taiwan.
Major in Statistics
Concentration: Model & Variable Selection and Asymptotic Theory
January, 2007
B.A., Economics and B.S., Mathematics National Taiwan University, Taipei, Taiwan Double Majors in Economics and Mathematics
Concentration: !vlicro-j-rvfacro-Economics, Econometrics: Algebra, Differential Geometry and Complex/Real Analysis
June 2004
Research:
Variable Selection, Multiple Comparisons, Cluster Process, Robust Dimension Reduction, Bioinformatics, Biostatistics, and Computational Biology
Publications:
- Huang H-H, Ensemble method of k-mer and natural vector for the phylogenetic analysis of multiple-segmented viruses, submitted under review, 2014.
- Lu A T-H, Austin E, Bonner A, Huang H-H, and Cantor RM, Applications of Machine Learning and Data Mining Methods to Detect Associations of Rare and Common Variants with Complex Traits, Genetic Epidemiology, 38(S1), 2014.
- Zheng H, Yau S-C, Mao W, Yu C, Huang HH, He RL, Yang J, Yau SS-T.
Virus Database and Online Inquiry System Based on Natural Vector. On going - Huang HH and J Yang. Wishart-Dirichlet Process Cluster Analysis. On going
- Rashan A, Angelos P, Valika T, Aliaga GE, Huang HH, Nagy KL and Toriumi DM.
Rib Grafting for Rhinoplasty: The Impact of Age and Calcication on Costal Cartilage Warping. Accepted by the American Academy of Facial Plastic and Reconstructive Surgery proceedings, 2014 - Huang HH, Yu C, Hernandez T, Zheng H, Yau S-C, He RL, Yang J, Yau SS-T.
Global Comparison of Multiple-segmented Viruses in 12-dimensional Genome Space. Accepted by Molecular Phylogenetics and Evolution, 2014 - Huang HH, Xu T and Yang J. Comparing logistic regression, support vector machines, and permanental classication methods in predicting hypertension. BMC Proceedings, 8(Suppl 1):S96, 2014.
- Yu C, Hernandez T, Zheng H, Yau S-C, Huang H-H, He RL, Yang J, Yau SS-T.
Real time classication of viruses in 12 dimensions, PLoS ONE 6(3): e17293.
doi:10.1371/journal.pone.0017293, 2013. - Huang H-H and Yeh Y-R. Iterative Algorithm for Robust Kernel Principal Component Analysis, Neurocomputing, volume 74, number 18, pages 3921-3930, 2011.
- Huang H-H, Hsiao CK, and Huang S-Y. Statistics: Non-linear Regression. International Encyclopedia of Education, 3rd Edition, Elsevier, 2009.
- Chen Hand Huang H-H. Operating Characteristics of Cp-Lasso on Variables Selection in Linear Regression with Orthonormal Regressors. Academia Sinica technical report, 2009.