人物經歷
1995.09 - 1999.06 杭州 中國計量學院。
2000.09 – 2003.03 杭州 浙江大學。
2003.11 – 2006.11 香港 香港理工大學 。
現為哈爾濱工業大學(深圳)副教授,套用數學研究中心主任。2007年1月獲得香港理工大學電子及資訊工程學系博士學位,
工作經歷
1999.07 – 2000.08 威海 威海市郵政局 助理工程師。
2003.05 – 2003.11 香港 香港理工大學電子及資訊工程系 研究助理。
2004.02 – 2004.08 珀斯 西澳大利亞大學物理系 訪問學者。
2006.11 –2007.02 香港 香港理工大學 高級研究助理。
研究方向
主要研究方向從事非線性時間序列分析、非線性動力系統和混沌理論,以及基於非線性動力系統理論的生物醫學產品開發。
主要貢獻
國際期刊
[1] J. Sun, Y. Zhao, T. Nakamura, and M. Small, “From phase space to frequency domain: a
time-frequency analysis for chaotic time series,” Physical Review E, vol. 76, pp. 016220, 2007.
[2] J. Sun, Y. Zhao, J. Zhang, X. Luo and M. Small. "Reducing coloured noise for chaotic time series in the local phase space." Physical Review E, vol. 76, pp.026211, 2007.
[3] Y. Zhao, M. Small, “Evidence consistent with deterministic chaos with human cardiac data: surrogate and nonlinear dynamical modeling,” International journal of bifurcation and chaos, vol. 18, no. 2, 2008.
[4] Y. Zhao, M. Small, D. Coward, E. Howell, C. Zhao, L. Ju, and D. Blair, “Identifying deterministic signals in simulated gravitational wave data: Algorithmic complexity and the surrogate data method,” Classical and Quantum Gravity, vol. 23, pp. 1801-1814, 2006.
[5] Y. Zhao, M. Small, “Minimum description length criterion for modeling of chaotic attractors with multi-layer perceptron networks,” IEEE Transactions on Circuits and Systems I, vol. 53, no. 3, pp. 722-732, 2006.
[6] Y. Zhao, C. Zhao, M. Small, L. Ju, and D. Blair, “Telemetry system driven by radiation power for use in gravitational wave detectors,” Review of Scientific Instruments, vol. 76, no. 8, pp. 084503, 2005.
[7] Y. Zhao, M. Small, “Equivalence between “feeling the pulse” on the human wrist and pulse pressure wave at fingertip,” International Journal of Neural Systems, vol. 15, no. 4, pp. 1-10, 2005.
[8] Y. Zhao, et al., "Development of a process mining system for supporting knowledge discovery in a supply chain network," International Journal of Production Economics, (in press).
國際會議
[1] H. Zhang, Y. Zhao, T. Wong, "Nonlinear Dynamical Detection of Normal Vowels Using PPS Algorithm and WDP of Neural Networks," BMEI2009 (Tianjin, China, 17-19 Oct, 2009)
[2] M. Zhou, Y. Zhao, F. Song, "Frame synchronization for the protocol of TETRA digital trunking communication," International Conference on Information and Systems Sciences (Dalian, China, 15-18 Dec, 2008)
[3] T. Wong, G. Zhang, Y. Zhao, "Identification of periodic time series by weight distribution projection of neural networks," International Conference on Information and Systems Sciences, (Dalian, China, 15-18 Dec, 2008)
[4] G. Zhang, Y. Zhao, H. Hu, "Weight Distribution Criterion of Neural Networks for modeling Chaotic Attractors," NOLTA2008(Budapest, Hungary, 6-1 September 2008).
[5] Y. Ma, Y. Zhao, Y. Fan, H. Hu, and X. Zhang “Prediction of Fast and Slow Dynamics Based on the Diploid Model with Neural Networks,” 28th International Symposium on Forecasting (Nice, France, 22-25 June 2008).
[6] Y. Ma, Y. Zhao, Y. Fan, H. Hu, and X. Zhang “Modeling the Dynamics of the Human Pulse Data by MDL-optimal Neural Networks,” 2008 International Conference on Biomedical Engineering and Informatics ( Hainan, China, 28-30 May 2008).
[7] Y. Zhao, M. Small, “Deterministic chaos of human cardiac signals,” The 2006 International Symposium on Nonlinear Theory and its Applications (Bologna, Italy, 11-14 September 2006).
[8] Y. Zhao, M. Small, “Deterministic propagation of blood pressure waveform from human wrists to fingertips,” Lecture notes in Computer Science, vol. 3177, pp. 142-147, 2004.
[9] S. Wu, S. Hau, and Y. Zhao, “an adaptive algorithm for digital predistortion,” the 10th IEEE International Conference on Communication Systems (Singapore, 30 Oct.-1 Novem ber, 2006).