导师姓名：彭小令
性别：女
人气指数：28

所属院校：北京师范大学-香港浸会大学联合国际学院
所属院系：
职称：副教授
导师类型：
招生专业：概率论与数理统计
研究领域： 近期研究兴趣集中在不同类型的大数据分析及其应用，特别是变量选择方法在基因组学研究方面的应用... [展开]


研究领域： 近期研究兴趣集中在不同类型的大数据分析及其应用，特别是变量选择方法在基因组学研究方面的应用。2014-2015年在UCLA访问期间开始合作研究适用于超高维数据的变量选择方法及其快速算法，并将其应用于挑选和疾病相关的基因或基因组群。 [收起]




通讯方式 :
办公电话： (86)**
电子邮件：xlpeng@uic.edu.hk


个人简述 :
工作经历
Visiting Scholar, Biostatistics Department, University of California, Los Angeles (UCLA) (Jan. 2014-Jan. 2015)
Senior Research Fellow, State Key Lab of Marine Pollution at CityU, Hong Kong (Jul. 2012-Sep. 2012)
Assistant Professor, Shanghai Jiaotong University (Aug. 2006 - Mar. 2007)
Visiting scholar, Croucher Institute for Environmental Sciences, HKBU, Hong Kong (Jun. 2005- Jun. 2006)


科研工作 :
科研项目
Key investigator of University Innovation and Enhancement Project (2015广东省“质量工程” 高等学校精品教材), funded by Department of Education of Guangdong Province, 2015.
China Scholarship Council (CSC) funding for oversea visiting scholar, 2014.
Key investigator of NSFC Research Grant “Image recovery under non-Gaussian noise” 2013-2016.
Key investigator of the Agriculture, fisheries and Conservation Department of Hong Kong (AFCD) project “Technical Review and Statistical analysis of the Datasets of Waterbird Monitoring Programme for the Deep Bay Area and Baseline Ecological Monitoring Programme for the Mai Po Inner Deep Bay Ramsar Site”, 2012.
Principal investigator of NSFC Research Grant “Modern statistics in distinguishing TCM fingerprints” 2008.
Co-investigator of HKEPD Grant “The study of toxic air pollutions in Hong Kong” 2006.
Team member of NSFC Research Grant “The study of new chemometrical methods of data mining in analytical chemistry” 2003-2005.
论文选摘
[1] Peng X.L., Li G. and Liu Z.Q., (2015) Zero-Inflated Beta Regression for Differential
Abundance Analysis with Metagenomics Data. Journal of computational biology,23(2), 1-9.
[2] HM Leung, ZW Wang, ZH Ye, KL Yung, XL Peng, KC Cheung. (2013) Interactions Between Arbuscular Mycorrhizae and Plants in Phytoremediation of Metal-Contaminated Soils: A Review. Pedosphere 23, 549-563.
[3] Wu B., Peng X.L. (2012) Mapping Quality of Life with Chernoff Faces in China. Journal of Shanxi Economic Management Institute (in Chinese). 20 (1) 35-39.
[4] Cheung K.C., Leung H. M., Ma, K. K., Peng, X. L. and Zheng J. S. (2012) Assessment on the Biodiversity, Water and Sediment Qualities of Remediated Estuaries in Hong Kong. International Journal of Environmental Protection, 2 (3) 1-14.
[5] Wu S. C., Peng, X.L., Cheung K.C., Liu S.L. and Wong M.H. (2009) Adsorption kinetics of Pb and Cd by two plant growth promoting rhizobacteria. Bioresource Technology, 100 (20) 4559-4563.
[6] Choi M.P.K., Kang Y.H., Peng, X.L., Ng K.W. and Wong M.H. (2009) Stockholm Convention organochlorine pesticides and polycyclic aromatic hydrocarbons in Hong Kong air. Chemosphere, 77 (6) 714-719.
[7] Peng, X.L., Wong, M.H. (2007) Receptor Modeling for analyzing PCDD/F and dioxin like PCB Sources of Hong Kong. Environmental Modeling and Assessment, 12 (3) 229-237.
[8] Peng, X.L., Yin, H., Li, R. and Fang, K.T. (2006) The application of Kriging and empirical Kriging based on the variables selected by SCAD. Analytica Chimica Acta 578, 178-185.
[9] Peng, X.L., Hu, Q.N. and Liang. Y.Z. (2005). Variable selection via nonconcave
penalty function in structure-boiling points correlations. Journal of Molecular Structure: THEOCHEM 714, 235-242.
[10] Peng, X.L., Fang, K.T., Liang. Y.Z. and Hu, Q.N. (2004). Impersonality of the Connectivity Index and Recomposition of Topological Indices According to Different Properties. Molecules 9, 1089-10


教育背景 :
1. 2002 - 2005：香港浸会大学数学系 博士（联合培养）
2. 2000 - 2005：四川大学数学学院 硕博连读
3. 1996 - 2000：四川大学数学学院 本科