Yiling YANG Departamento de Informática Faculdade de Ciências e Tecnologia Universidade Nova de Lisboa Monte de Caparica 2829-516, Caparica Portugal Email: yiling.yang(at)di.fct.unl.pt Web: http://centria.di.fct.unl.pt/~yang

Research Interest

• Data mining, Web mining, Data warehousing, User profile modeling
• Application of data mining and techniques to Web, e-commerce, CRM, financial market, stock market, etc.
• Web service, P2P, Software Engineering

Publications

• Journals
• Yiling Yang, Xudong Guan, Jinyuan You. Improving the interestingness of web usage mining. Journal of Shanghai Jiao Tong Univ. (English version). June 2002.
• Yiling Yang, Xudong Guan, Jinyuan You. Mining the frequently visited page groups based on the content of HTML pages and the site topology. Chinese Journal of Software. March 2002. (in Chinese)
• Xudong Guan, Yiling Yang, Jinyuan You. Further control on the grave interference in mobile ambients. Chinese J. Software, 2002. (in Chinese)
• Xudong Guan, Yiling Yang, Jinyuan You. Typing evolving ambients. Info. Proc. Letters, 80(5):265-270, 2001, Elsevier.
• Yiling Yang, Xudong Guan, Jinyuan You. SWLMS: A small Web log mining system. Journal of Shanghai Jiao Tong Univ. 34(7):932-935, 2000. (in Chinese)
• Yiling Yang, Huanzhao Wang, Xudong Guan. Development of GUI Application under X Window System with Tcl/Tk. Microellectronics & Computer. Jan. 1998. (in Chinese)
• Conferences
• Yiling Yang, Nuno Marques. User Group Profile Modeling based on User Transactional Data for Personalized Systems. EKDB&W workshop at EPIA 2005.
• Yiling Yang, Xudong Guan, Jinyuan You. CLOPE: A fast and effective clustering algorithm for transactional data. ACM SIGKDD '02, July 23-26, 2002, Edmonton, Alberta, Canada. (student scholarship award paper)
• Yiling Yang, Xudong Guan, Lina Lu, Jinyuan You. Frame filtering in the data preprocessing of Web usage mining. Computer Engineering (China).27(2): 76-77, 2001. (in Chinese). An early version in English appeared in Proc. Intl. Conf. on Intelligent Information Processing, pp. 507-511, Beijing, China, Aug. 2000.
• Xudong Guan, Yiling Yang, Jinyuan You. Making ambients more robust. In Proc. Intl. Conf. on Software: Theory and Practice, pp.377-384, Beijing, China, Aug. 2000.
• Xudong Guan, Yiling Yang, Jinyuan You. POM - A mobile agent security model against malicious hosts. In Proc. HPC-Asia'2000, pp.1165-1166, Beijing, China, May 2000.
• Yiling Yang, Xudong Guan, Jinyuan You. Enhanced algorithm for mining frequently visited page groups. In Proc. ICDCS'2000 Workshops, pp. F54-F57 , Taipei, Taiwan, April, 2000.