Academic Areas: Probability Theory and Mathematical Statistics

Research interests: Financial Mathematics, Machine Learning, biological statistics

Academic Degrees

PhD, 2001, School of Mathematics, Huazhong University of Science and Technology, Wuhan, China;

Master, 1988, Department of Mathematics, Huazhong University of Science and Technology, Wuhan, China;

Bachelor, 1985, Department of Mathematics, Huazhong University of Science and Technology, Wuhan, China.

Professional Experience

Associate Professor (2000-present); School of Mathematics, Huazhong University of Science and Technology;

Lecturer (1988-2000); Department of Mathematics, Huazhong University of Science and Technology.

Selected Publications

[1] Xiaomao Liu (X. M. Liu) and S. S. Mao. Stein Shrunken Estimates of Parameters for Mixed-Effect Coefficient Linear Model (in Chinese). Acta Mathematica Scientia. 2001, 21A (4), 453-457

[2] X. M. Liu, C. L. Li and J. Zhang. Nonsynchronous Trading Model and Return Analysis. J. Systems Science and Systems Engineering. 2002, 11(2), 183-189

[3] X. M. Liu and J. Zhang. Moving Average Model of Nonsynchronous Trading. J. Mathematics. 2002, 22(3), 255-260

[4] X. M. Liu and J. Zhang, J. Liu. A Simulation Method of Radar Height Meter for the Flying Machine above Sea. ISMIPPR’2001 (2001, Wuhan, P. R. China), Proceedings of SPIE, Vol. 4553, 348-353

[5] X. M. Liu, C. L. Li and J. H. Wang. Mean—CVaR Efficient Frontier and Its Economic Implications (in Chinese). J. Industrial Engineering and Engineering Management. 2003，17(1)，29-33

[6] X. M. Liu and J. Zhang. Generalized Root Power Estimator of Regression Coefficients in Growth Curve Model (in Chinese). J. Mathematics. 2003，23(2)，225-232

[7] X. M. Liu, C. L. Li. ARMA Model of Nonsynchronous Trading and Return Analysis (in Chinese). Acta Mathematica Scientia. 2004，24A (1)，1-7

[8] X. M. Liu，C. L. Li. Sensitivity Analysis of Conditional Value at Risk (in Chinese). Acta Mathematica Scientia. 2004，24A (4)，442-448

[9] X. M. Liu, C. L. Li and J. H. Wang. Mean—CVaR Efficient Frontier and Its Economic Implications (II) (in Chinese). J. Industrial Engineering and Engineering Management. 2005，19(1)，1-5

[10] X. M. Liu, Y. Luo. Safety-First Criteria under Conditional Value-at-Risk J. Huazhong Univ. of Sci. & Tech. (in Chinese). 2005, 33(4), 115-117

[11] X. M. Liu，Y. Luo and C. L. Li. Safety-First Criteria under Conditional Value-at-Risk (in Chinese). J. Industrial Engineering and Engineering Management. 2006，20(1)，99-102

[12] X. M. Liu，H. J. Du. Optimal Estimation of Value-at-Risk and Conditional Value-at-Risk (in Chinese). Chinese Journal of Management Science. 2006，14(5)，1-6

[13] X. M. Liu，S. J. Cao，J. B. Gao and J. Zhang. The Kernelized Geometrical Bisection Methods. Lecture Notes in Computer Science，D. Liu et al. (Eds.): ISNN 2007, Part II, LNCS 4492, 680-688, Berlin Heidelberg：Springer-Verlag，2007.6

[14] X. M. Liu, Z. B. Liu and J. Zhang. Approximate Linear SVM Based on Similitude Squeezing (in Chinese). Information and Control, 2007，36(5)，610-615

[15] X. M. Liu, B. Kong, J. Zhang and J. B. Gao. A Sparse Least Squares Support Vector Machine Classifier (in Chinese). Pattern Recognition and Artificial Intelligence. 2007, 20(5), 688-691

[16] M.Lin，X. M. Liu*. Mean-CVaR Efficient Frontier with Transaction Costs (in Chinese). Journal 0f Systems Engineering, 2008.6，23(3)，362-366

[17] Tingwei Quan, Xiaomao Liu*, Qian Liu. Weighted least squares support vector machine local region method for nonlinear time series prediction. Applied Soft Computing, 2010.3, Vol.10 (2), 562-566

[18] Nian Zhu, Jun Zhang, Senyuan Fu, Fei Hou, Xiaomao Liu*, Jinwen Tian. Image mosaic at pixel level. Proc. of SPIE, MIPPR 2013: Multispectral Image Processing and Analysis, Vol.8917, pp.1521-1528, Wuhan, China, 2013

[19] Yunting Li, Jun Zhang, Wenwen Hu, Xiaomao Liu*, Jinwen Tian. An image rectification method on image sequence of monocular motion vision. Proc. of SPIE, MIPPR 2013: Pattern Recognition and Computer Vision, Vol.8919, pp.451-458, Wuhan, China, 2013

[20] Shenghua Cheng, Tingwei Quan, Xiaomao Liu* and Shaoqun Zeng. Large-scale localization of touching somas from 3D images using density-peak clustering. BMC Bioinformatics. 2016.9.15, Vol.17, 375-386

[21] Junbin Gao, Daming Shi, Xiaomao Liu. Significant vector learning to construct sparse kernel regression models. Neural Networks，2007.9，20(7)，791-798

[22] Jun Zhang, Bing Yang, Xiaomao Liu, Xinxin Zhu, Shaoqun Zeng. Some properties of the fuzzy equivalence matrices. Proc. Of Pattern Recognition and Computer Vision, SPIE, Vol.6788, 67882B-1-67882B-7, Wuhan, P. R. China, 2007. 11

[23] Jun Zhang，Hong Zhang，Xiaomao Liu，Shaoqun Zeng。A Fast Algorithm for Locating the Object Point in Binocular Stereovision (in Chinese). Information and Control, 2009.10，38(5)：563-570

[24] Tingwei Quan, Hongyu Zhu, Xiaomao Liu, Yongfeng Liu, Jiuping Ding, Shaoqun Zeng, and Zhen-Li Huang. High-density localization of active molecules using Structured Sparse Model and Bayesian Information Criterion. Optics Express, 2011.8.29, 19(18)，16963-16974

[25] Jun Zhang, Rong Yang, Xiaomao Liu, Hao Yue, et al. Livewire based single still image segmentation. Proc. of SPIE, MIPPR 2011: Multispectral Image Acquisition，Processing and Analysis, Guilin, China, 2011.11, 80021M：1-8

[26] Jun Zhang, Dandan Tian, Xiaomao Liu, Hao Zhu, et al. Laser beam based calibration. Proc. of SPIE, MIPPR 2011: Pattern Recognition and Computer Vision, Guilin, China, 2011.11, 80040T：1-7

Awards:

The Twelfth Outstanding Academic Papers of Natural Science of Hubei Province (2008, Second Prize): The Kernelized Geometrical Bisection Methods. Lecture Notes in Computer Science.

Patent：

A single point calibration method based on two degree of freedom camera. Patent No. ZL201310141773.7，Authorized notice date 20150826

Courses Taught

Calculus

Linear Algebra

Micro-Economics

Time Series Analysis

Statistical Learning Theory

English for Major of Mathematics

Theory of Financial Decision Making

Probability Theory and Mathematical Statistics

Analysis of Complex Variables and Integral Transformations

Project

[1] Basic Research Foundation of Chinese Space Flight Ministry: 19990573, Square root filter and its applications in terrain-aided navigation, 1999/01—2000/12

[2] National Natural Science Foundation of China：60373090, Non vectorial kernel learning machine and its application to dynamic shape template, 2004/01—2006/12

[3] Guangxi Science Research and Technology Development Project：0385008, Study on theory and methods of financial CVaR assessment, 2003/01—2006/12

[4] National Natural Science Foundation of China(National major scientific instrument development special)：81327802, Three dimensional non inertial rapid scanning multiphoton microscopic imaging instrument, 2014/01—2018/12