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Xiangliang Zhang

Associate Professor, Computer Science
Computer, Electrical and Mathematical Science and Engineering Division


Machine Intelligence & kNowledge Engineering

Affiliations

Education Profile

  • ​​​​​​Ph.D. Computer Science, INRIA and Universitè Paris-Sud 11, France, 2010
  • M.S. Electronic Engineering, Xi'an Jiaotong University, China, 2006
  • B.S., Xi’an Jiaotong University, China, 2003

Research Interests

Professor Zhang's research is focused on developing algorithms for machine learning and data mining to discover knowledge from complex and large-scale data sets for diverse applications and to design autonomic computing systems. She also focuses on recommender systems and cloud computing.

Selected Publications

  • ​Data Stream Clustering with Affinity Propagation X. Zhang, C. Furtlehner, C Germain, M Sebag TKDE, 2014
  • Maximum Error-bounded Piecewise Linear Representation for Online Stream Approximation Q. Xie, C. Pang, X. Zhou, X. Zhang, K. Deng The VLDB Journal, 2014
  • TideWatch: Fingerprinting the Cyclicality of Big Data Workloads D. Williams, S. Zheng, X. Zhang, H. Jamjoom INFOCOM 2014
  • Controlling Attribute Effect in Linear Regression T. Calders, A. Karim, F. Kamiran, W. Ali, X. Zhang ICDM 2013
  • A Mouse-Trajectory Based Model for Predicting Query-URL Relevance H. Song, R. Liao, X. Zhang, C. Miao, Q. Yang AAAI 2012