面向互联网+的产品数字化设计与制造服务 (四川省科技厅项目)
Web Spam 欺诈特征建模与模型验证研究 (四川省学术与技术带头人培养基金项目)
公司委托研发项目
教学安排(2018年秋季学期)
硕博研究生课程:数据仓库与数据挖掘(全英语教学,3学时/周)
Biographical Sketch
Yan Zhu is a professor at the School of Information Science and Technology(SIST) of Southwest Jiaotong University (SWJTU). She received her Computer Science PhD degree from Darmstadt University of Technology, Germany in 2004 and her BSc and MSc degree from the Southwest Jiaotong University, PRC, both in Computer Science.
She was a research staff member at Department of Computer Science of Darmstadt University of Technology (Germany) from 1998 to 2004. Before that time she had worked as a research assistant at Department of Computer Science and Mathematics of Philipps University of Marburg (Germany) for one year. She has joined the faculty of SWJTU since 2005 and is leading the Big data and Data mining Group.
Her research interests span many aspects of data mining, big data analysis and management,and Web security. She has published more than 30 SCI/EI indexed papers and her papers have been received more than 110 citations and about 40 SCI citations. Dr. Zhu received The Tang Lixin Award for Outstanding Teacher in 2017, and is awarded The Distinguished Teacher of Southwest Jiaotong University since 2014. She is an ACM and CCF member and serves as a TPC member of several international conferences and workshops including DEXA,CMS,CSAE and so on. She has reviewed for several international journals, e.g. TLDKS and J.UCS. She has published a number of works, including two books published by Shaker Verlag (Germany, 2004) and SWJTU Press (China, 2011).
Research Interests
(Web)Data mining, Web anomaly(spam) detection, Big data management and intelligent analysis (NoSQL, NewSQL, Data Warehousing), Web services
Current Projects
Product digitized design and manufacture services based on Internet+
Web spam feature modeling and spam detection
Signal and communication monitoring and maintenance technology for high speed railway
Teaching (Autumn 2018)
PhD/Postgraduate course: Data Warehousing and Data Mining (English, 3h per week)
Contact
Email: yzhu@swjtu.edu.cn
Regular Office: Building 9, Room No. 9527(B), Xipu Campus, Southwest Jiaotong University
Address: School of Information Science and Technology, Southwest Jiaotong University,Xipu Campus, 611756, Xipu Town,Pi-County,Chengdu, P.R. China