吴浩存 副教授

发布者:毛善超发布时间:2014-09-05浏览次数:6547

点击查看原图

基本信息(Basic Information)

姓名:

吴浩存

Name

HaoCun WU

职称:

副教授

Title

Associate  Professor

办公室:

B10-610

Office

B10-RM610

电话:

02039382288

Telephone

862039382288

系别:

应用统计研究中心

Department

Applied  Statistics Research Center

职务:

硕士研究生导师

Position

Postgraduate  Supervisor

邮箱:

echcwu@scut.edu.cn

E-MAIL

echcwu@scut.edu.cn

研究领域(Field of Research)

l应用统计,数据挖掘,金融及风险管理,旅游及接待业统计分析

(AppliedStatistics, Data Mining, Financial & Risk Management, Statistical Analysisfor Tourism and Hospitality Industries)


主授课程(Courses offered)

研究生课程 Postgraduate Course

l数据挖掘与应用 (Data Mining andIts Application)

本科生课程 Undergraduate Courses:

l商务与经济统计( Statistics forBusiness and Economics)

l统计软件与经济数据分析(StatisticalSoftware for Economic Data Analysis)


教育经历(Education)

l20042007 香港大学,统计及精算学系,博士(金融统计)

l20022004 香港大学,数学系及电子商务研究中心(ETI)硕士(数据挖掘)

l19982002 华南理工大学,应用数学系,理学士(应用数学与计算机双专业)


l2004-2007, PhD (Financial Statistics),Department of Statistics and Actuarial Science, The University of Hong Kong,Hong Kong.

l2002-2004, MPhil (Mathematics and DataMining), Department of Mathematics & E-Business Technology Institute, TheUniversity of Hong Kong, Hong Kong.

l1998-2002, BSc (Double-major in AppliedMathematics and Computer Science), South China University of Technology, China.


工作经历(Experience)

l2013至今华南理工大学,经济与贸易学院,副教授,硕士生导师

l20102013  中山大学,旅游学院,讲师,硕士生导师

l20092010  香港理工大学,酒店与旅游管理学院,博士后研究员

l20072009  美国赛仕软件研究所,统计师及咨询顾问


l2013- Present, Associate Professor, Schoolof Economics and Commerce, South China University of Technology, China.

l2010-2013, Lecturer, School of TourismManagement, Sun Yat-sen University, China.

l2009-2010, Postdoctoral Fellow, School ofHotel & Tourism Management, The Hong Kong Polytechnic University, HongKong.

l2007-2009, Consultant and Instructor inStatistics, SAS Institute (HK).


科研项目(Research projects)

l主持:教育部社科青年基金项目:基于独立成分分析模型的国内酒店房价影响因素研究 (2010-2013)

lPrincipal Investigator, Project Topic:Studying the impact factors of hotel pricing in Chinese hotels: an independentcomponent analysis approach (2010-2013), Research Fund for Youth Researchers,Ministry of Education of People’s Republic of China.


著作论文(Major Publications)

期刊论文Journal Publications

·Wu, E.H.C., Law, R, &Jiang, B. (2013). Predicting Browsers and Purchasers of Hotel Websites: A Weight-of-EvidenceGrouping Approach, Cornell HospitalityQuarterly, 54(1): 38-48. (SSCI )

·Wu, Q., Law, R, Wu,E.H.C., & Lin, J.X. (2013). A hybrid-forecasting model reducingGaussian noise based on the Gaussian support vector regression machine andchaotic particle swarm optimization, InformationSciences, 238: 96-110. (SCI)

·Wu, E.H.C., Law, R, &Jiang, B. (2010). The Impact of Infectious Diseases on Hotel Occupancy Ratebased on Independent Component Analysis. InternationalJournal of Hospitality Management, 29(4): 751-753. (SSCI)

·Wu, E.H.C., Law, R, &Jiang, B. (2010). Data Mining for Hotel Occupancy Rate: An IndependentComponent Analysis Approach, Journal ofTravel & Tourism Marketing, 27(4): 426–438. (SSCI)

·Wu, E.H.C., Yu, L.H., &Li, W.K. (2009). A Smoothed Bootstrap Test for Independence based on Mutual Information,Computational Statistics & DataAnalysis, 53(7):2524-2536. (SCI)

·Yip, A., Ng, M., Wu,E.H.C., & Chan, T. (2007), Strategies for Identifying StatisticallySignificant Dense Regions in Microarray Data. IEEE-ACM Transactions on Computational Biology and Bioinformatics,4(3):415-429. (SCI)

·Wu, E.H.C., Yu, L.H., &Li, W.K. (2006) Value at Risk Estimation Using ICA-GARCH Models, International Journal of Neural Systems,16(5):371-382. (SCI)

·Wu, E.H.C., & Yu, L.H.(2006). Pattern Recognition of the Term Structure Using Independent ComponentAnalysis, International Journal ofPattern Recognition and Artificial Intelligence, 20(2):173-188. (SCI)

·Wu, E.H.C., & Yu, L.H.(2006). A Robust and Scalable Clustering Model for Time Series via IndependentComponent Analysis, International Journalof Systems Science, 37(13):987-1001. (SCI)


会议论文Selected Conference Proceedings


lWu, E. H.C., Jiang, B.,Law, R., Hu Y.O. (2012) Identifying Outbound Tourism Visitors by UsingE-Services Behavioral and Psychological Markers. 11th IEEE/ACIS InternationalConference on Computer and Information Science (ACIS-ICIS 2012), 295-299. (EI)

lWu, E. H.C., Law, R., & Zhang,C.Z. (2012). Electronic Marketing for China Outbound Tourism: Implications fromChinese Online Travellers. Information and Communication Technologies inTourism 2012. Springer-Verlag: Berlin. 368-378.

lWu, E.H.C., Yu, L.H., &Li, W.K. (2006). An Independent Component Ordering and Selection Procedurebased on the MSE criterion. In the 6th International Conference on IndependentComponent Analysis and Blind Source Separation, Lecture Notes in ComputerScience, 3889:286-294. Springer-Verlag: Berlin. (EI)

lWu, E.H.C., Ng, M., Yip, M.,& Chan, T. (2004). A Clustering Model for Mining Evolving Web User Patternsin Data Stream Environment. In Intelligent Data Engineering and AutomatedLearning (IDEAL 2004), Lecture Notes in Computer Science, 3177:71-77. Springer-Verlag:Berlin. (EI)

lWu,E.H.C., Ng, M., &Huang, Z. (2004). An Efficient Multidimensional Data Model for Web UsageMining. In The 6th Asia Pacific Web Conference (APWEB’04), Lecture Notes inComputer Science, 3007:373-383. Springer-Verlag: Berlin. (EI)

lWu, E.H.C., Ng, M., &Huang, Z. (2004). On Improving Website Connectivity by Using Web-Log DataStreams. In The 9th International Conference on Database Systems for AdvancedApplications (DASFAA2004), Lecture Notes in Computer Science, 2973:352-364.Springer-Verlag: Berlin. (EI)


奖誉(Honors


社会兼职(Social Appointments