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Zhang Jie 张 捷 |
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Contact InformationDr. Zhang Jie Department of Electronic & Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong, China. Office: EF501i Phone: (852) 2766-5534 Fax No: (852) 2362-8439 E-mail: enzhangjie at eie.polyu.edu.hk |
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Biography
I got my Ph.D from EIE Dept. of Hong Kong Polytechnic University
(advisor: Prof. Michael Small),
where I am now holding a University Postdoc position.
I obtained the Master’s Degree from School
of Information Science & Engineering, Shandong
University. I am a member of SAMP Group, Oxford University.
Research group: Applied Nonlinear Circuits and Systems Research Group
- Research Interest
1. Nonlinear and Chaotic time series
analysis applied to Biomedical Engineering
2. Complex networks in Biological and Engineering Systems:
a.
Network Modeling and Characterization; Community detection
b.
Dynamical Processes on Complex Networks:
Synchronization and Epidemic
spreading on networks
3. Pattern Recognition, Data Mining, and Bioinformatics;
Cluster
Analysis; Dimension reduction;
• Professional Experiences
Registered Reviewer for:
Chaos; Physica A, Europhysics Letter
Physical Review Letters; Physical Review E
IEEE Transactions on Biomedical Engineering
International
Journal of Bifurcations and Chaos.
- Publications
My PHD Thesis：Detecting and Describing Pseudo-periodic Dynamics from
Time Series.
Journal Papers
Haifeng Zhang, Jie Zhang, Ping Li, Michael Small, and Binghong Wang Epidemics dynamics on complex networks under voluntary vaccination: complete versus Incomplete information. Haifeng Zhang, Jie Zhang, Changsong Zhou, Michael Small, and Binghong Wang, Hub nodes
inhibit the outbreak of epidemic under voluntary vaccination. In press,
New Journal of Physics (2010). pdf
Jie Zhang, Kai Zhang, Xiao-ke Xu, Chi K. Tse and Michael Small. Seeding the kernels
in graphs: towards multi-resolution community analysis. New Journal of Physics (2009) 11 113003 pdf.
Xiao-Ke Xu, Jie Zhang, Junfeng
Sun, Michael Small. Revising the simple measures of assortativity in complex network. Physical
Review E (2009) 80, 056106 pdf.
X. Li, J. Zhang and M. Small. Self-organization of a neural network with heterogeneous neurons enhances coherence and stochastic resonance. Chaos 19 (2009):
013126. pdf.
X. Xu, J. Zhang, and M. Small. Superfamily phenomena of time series induced Networks. Proceedings of the National Academy of Sciences, USA 105 (2008): 19601-19605.
pdf supporting information J. Zhang, K. Zhang, J. Feng, J. Sun, X. Xu, M. Small. Dynamics and Synchrony through Dimension Reduction. submitted, arxiv, 2008.
M. Small, X. Xu, J. Zhou, J. Zhang, J. Sun and J. Lu. Scale-free networks with high assortativity are not small-world. Physical Review E 77 (2008): 066112. pdf
J. Zhang, J. Sun, X. Luo, K. Zhang, T. Nakamura and M. Small, Characterizing topology of pseudoperiodic time series via complex network approach. Physica D 237 (2008): 2856–2865. pdf
J. Zhou, X. Xu, J. Zhang, J. Sun, M. Small, and Jun-an Lu, "Generating an Assortative Network with a Given Degree Distribution." International Journal of Bifurcations and Chaos 18 (2008): 3495-3502. pdf
J. Sun, J. Zhang, J. Zhou, X, Xu and M. Small. Detecting phase synchronization in noisy data from coupled chaotic oscillators. Physical Review E 77 (2008): 046213. pdf
J. Sun, J. Zhang and M. Small, Extension of the local subspace method to enhancement of speech with colored noise, Signal Processing 88 (2008) 1881-1888. pdf
J. Sun, Y. Zhao, J. Zhang, X. Luo and M. Small. "Reduce coloured noise for chaotic time series in the local phase space." Physical Review E 76 (2007): 026211. pdf
J. Zhang, X. Luo, T. Nakamura, J. Sun, M. Small. "Detecting temporal and spatial correlations in pseudo-periodic time series." Physical Review E 75 (2007): 016218. pdf
J. Zhang and M. Small. "Complex network from pseudoperiodic time series: Topology vs dynamics" Physical Review Letters, 96 (2006) : 238701. Reprinted in Virtual Journal of Biological Physics Research 11 (2006).pdf
J. Zhang, X. Luo and M. Small. "Detecting chaos in pseudoperiodic time series without embedding." Physical Review E 73 (2006) : 016216. pdf
X. Luo, J. Zhang and M. Small. "Optimal phase space projection for noise reduction." Physical Review E 72 (2005) : 046710. pdf
J. Zhang, M. Small and K. Zhang. "Chaos inducement and enhancement through weak periodic/quasiperiodic perturbations in discrete nonlinear systems." International Journal of Bifurcations and Chaos, 16 5 (2006): 1585-1598. pdf
Conference papers
Revising the simple measures of assortativity in complex networks，Xiao-Ke Xu， Jie Zhang， Jun-Feng Sun，Michael Small The 5th Chinese Conference on Complex Networks (October 15-18, 2009) Qingdao (in Chinese)
r M. Small, X Xu and J Zhang. "Complex networks as a tool to study chaotic dynamical systems" 1st PRIMA (Pacific Rim Mathematical Association) Congress (Sydney, 6-10 July 2009)
M. Small, J. Zhang and X. Xu Transforming time series into complex networks. COMPLEX’2009 Invited paper. pdf
X. Xu, J. Zhang, M. Small and J. Zhou. "Motifs and superfamily phenomena of networks induced from time series". (时间序列生成网络中的模体和超家族现象), The 4th Chinese Conference on Complex Networks (10-13 October 2008) (in Chinese)
X. Li, J. Zhang and M. Small. "Effect of heterogeneity for the self-organization of a neural network". International Symposium on Nonlinear Theory and its Applications, (Institute of Electronics, Information and Communication Engineers; Budapest, Hungary, 7-10 September 2008). pdf Special Session
J. Zhang, J. Sun, X. Xu and M. Small. "Time series classification by complex network transformation". International Symposium on Nonlinear Theory and its Applications, (Institute of Electronics, Information and Communication Engineers; Budapest, Hungary, 7-10 September 2008). pdf
J. Sun, J. Zhang and M. Small, “A band-weighted method to detect phase synchronization in EEG”,10th Experimental Chaos Conference,(Catania, Italy, 3-6 June 2008).
J. Zhou, M. Small, X. K. Xu, and J. Zhang “An assortative scale-free network that is not small world,” Chinese Conference on Complex Networks 2007 (CCCN'07, Shanghai, China, 1-3, December 2007).
M. Small and J. Zhang. “Connecting nonlinear time series and complex networks,” Dynamics Days Europe, (American Institute of Physics; Loughborough, United Kingdom, 9-13 July 2007).
J. Zhang, J. Sun, M. Small. "Nonlinear Time Series Analysis of Single-scroll Chua circuit." (in Chinese) Proceedings of the 20th china symposium on circuits and systems (Guang Zhou,China, 15-17 June 2007) word.
X. Luo, J. Zhang and M. Small. "Singular value decomposition with time constraints for noise reduction", International Symposium on Nonlinear Theory and its Applications, (Institute of Electronics, Information and Communication Engineers; Bologna, Italy, 11-14 September 2006). pdf Special Session
J. Zhang, X. Luo and M. Small. "Chaotic correlations among cycles in human electrocardiogram", International Symposium on Nonlinear Theory and its Applications, (Institute of Electronics, Information and Communication Engineers; Bologna, Italy, 11-14 September 2006). pdf Special Session
X. Luo, J. Zhang and M. Small. "Nonparametric rank test for nonlinearity detection", International Symposium on Nonlinear Theory and its Applications, (Institute of Electronics, Information and Communication Engineers; Bruges, Belgium, 18-21 October 2005). pdf Special Session
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