Institute of High Performance Computing

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People: Vibrant & Dynamic Culture

People

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Computing Science (CS)

Dr. XU Zhao

Dr. XU Zhao


Research Interests:

  • Machine learning in various applications
  • Data Ming
  • Training algorithm designing and simulating

Qualifications:

  • Ph.D., Electrical and Electronic Engineering, Nanyang Technological University, 2012
  • M. Eng., System Engineering, Northwestern Polytechnical University, 2008
  • B. Eng., Information Engineering, Northwestern Polytechnical University, 2005

Published Journals/ Articles:

Journals

    • Z. Xu, Q. Song, and D. W. Wang, ``Recurrent Neural Tracking Control Based on Multivariable Robust Adaptive Gradient-Descent Training Algorithm," Neural Computing and Applications, pp. 1-11, 2010.

Conferences

    • Z. Xu, Q. Song, D. W. Wang and H. J. Fan, ``A Training Algorithm and Stability Analysis for Recurrent Neural Networks ," in Proceedings of 15th International Conference on Information Fusion, Singapore, 2012.
    • Z. Xu, Q. Song, H. J. Fan and D. W. Wang, `` Online Prediction of Time Series Data with Recurrent Kernels," in Proceedings of International Joint Conference on Neural Networks, Brisbane, Australia, 2012.
    • Z. Xu, Q. Song and D. W. Wang, ``Recurrent Neural Network Based Tracking Control," in Proceedings of 11th International Conference on Control, Automation, Robotics and Vision 2010, Singapore, 2010, pp.2454-2459.
    • H. J. Fan, Q. Song, Z. Xu, ``A Robust Information Theoretic Sparse Kernel Algorithm for Online Learning," in Proceedings of International Joint Conference on Neural Networks, Brisbane, Australia, 2012.

This page is last updated at: 10-JUL-2013