Contact Information: Email: jingxu AT cs.ucr.edu Mailing address: Department of Computer Science & Engineering University of California, Riverside Riverside, CA 92521 EBU II Room 368 Lab Phone: (951)827-2522

Education

• BS 2000-2004 in Computer Science, Chu Kechen Honors College, Zhejiang University
• PhD Candidate 2005-now in Computer Science, University of California, Riverside
  

Research

• Fall 2005 till now: Research Assistant for Professor Christian Shelton
  
• Research Group: RLAIR
  
• Research Activities:
  
  • Temporal reasoning and Bayesian networks
  • Network attack detection using machine learning methods

Publications

Jing Xu, Christian R.Shelton(2008). "Continuous Time Bayesian Networks for Host Level Network Intrusion Detection." European Conference on Machine Learning. to appear, © Springer-Verlag.
John Mark Agosta, Jing Xu, Jaideep Chandrashekar, Dhiman Barman, Frederic Giroire and Nina Taft(2007). "Approaches to Anomaly Detection using Host Network-Traffic Traces." Neural Information Processing Systems(NIPS) workshop on Statistical Learning Techniques for Solving Systems Problems.
Jing Xu, Christian R.Shelton(2006). "Applying CTBNs on Host-level Network Anomaly Detection." Workshop on Women in Machine Learning.

Internship

Research Intern (2007.06 - 2007.12): Distributed Detection and Inference Group, Intel Research, Santa Clara, CA.

Services

• Reviewer for CCNC 2008: IEEE Consumer Communications and Networking Conference

Teaching

• Fall 2006 CS008 Introduction to Computing
  

Past Courses

• CS 260 Seminar in Machine Learning
  
• EE 250 Information Theory
  
• CS 272 Probabilistic Models for Artificial Intelligence
  
• CS 235 Data Mining
  
• CS 218 Design and Analysis of Algorithms
  
• CS 205 Artificial Intelligence
  
• CS 203A Computer Architecture
  
• CS 260 Measurements:Traffic,topology,p2p and security
  
• CS 236 Database Management systems
  
• CS 260 Seminar in Machine Learning
  
• STAT160A Elements of Probability and Statistical Theory