Dr. Zhang Defu, Professor, Deputy Director of the Department-School of Information Science and Engineering

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Dr. Zhang Defu, Professor, Deputy Director of the Department

Research Interests：computational intelligence, data mining, combinatorial optimization, algorithm design and analysis

Email：dfzhang (AT) xmu.edu.cn

Resume：

Projects:Research on Parallel Metaheuristic Algorithms based on Spark (NNSF 2016)

Selected Publications

[1] Huang Y, Chen X, Zhang J, Zeng D, Zhang D, *Ding X, 2015. Single-trial ERPs denoising via collaborative filtering on ERPs images. Neurocomputing 149 (3): 914-923 (SCI)

[2] Huang Y, Chen X, Zhang J, Zeng D, Zhang D, *Ding X, 2015 online. Single-trial ERPs denoising via collaborative filtering on ERPs images, Neurocomputing, 149(3):914-923(Elsevier: SCI/EI).

[3] Zhang D X , Jodoin P-M, *Li C, Wu Y D, Cai G R,2015.Novel graph cuts method for multi-frame super-resolution, IEEE Signal Processing Letters, 22(12):2279-2283(Elsevier: SCI/EI).

[4] Chen B, Zeng W, *Lin Y, Zhang D,2015. A new local search-based multiobjective optimization algorithm, IEEE Transactions on Evolutionary Computation,19(1):50-73(IEEE:SCI/EI).

[5] Chen B, *Lin Y, Zeng W, Zhang D, Si W, 2015. Modified differential evolution algorithm using a new diversity maintenance strategy for multi-objective optimization problems, Applied Intelligence,43(1): 49-73(Springer: SCI/EI).

[6] Wei L,*Zhang Z, Zhang D, Lim A, 2015. A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints, European Journal of Operational Research, 243(3): 798-814(Elsevier: SCI/EI).

[7] You Z,Si Y, *Zhang D, Zeng X, Leung S, Li T,2015. A Decision-Making framework for precision marketing,Expert Systems With Applications, 42(7):3357–3367(Elsevier: SCI/EI).

[8] Cai Q, *Zhang D, Zheng W, Leung S,2015. A new fuzzy time series forecasting model combined with ant colony optimization and auto-regression,Knowledge-Based Systems, 74(1):61–68(Elsevier: SCI/EI)

[9] Huang Y, Chen X, Zhang J, Zeng D, Zhang D, *Ding X, 2015. Single-trial ERPs denoising via collaborative filtering on ERPs images, Neurocomputing, 149 (3): 914-923 (Elsevier: SCI)

[10] Chen H, Zhang S, *Fu H, Li H, Zhang D, Chen N, 2016. Fiber-optic temperature sensor interrogation technique based on an optoelectronic oscillator, Optical Engineering, 55(3), 031107, 1-4.

[11] Xu Z, *Fu H, Chen H, Xue H, Wu C, Huang C, Xu H, Cai Z, Zhang D, 2015. A tunable dual-passband microwave photonic filter based on optical slicing and dual-path fiber delay lines, Optics Communications, 346, 10-14.

[12] Xue H , Xu Z, Chen H, Yang Y, You J, Yan J, *Fu H, Zhang D,2015 . Continuous liquid level sensor based on a reflective long period fiber grating interferometer, Measurement Science and Technology, 26(3), 037001, 1-4.

[13] *Che K,Chu C, Guo C, Zhang D, Cai Z, 2015. Polarization dependent mode dynamics of metallic hybrid laser micro- resonator, Optics Communications, 338:128-1332.

[14] *Zhang D, Li X, Huang X., Liu S, Fu H, Che K, Wang L, 2015. Optical Amplification at 1064 nm in Nd(TTA)3(TPPO)2 Complex Doped SU-8 Polymer Waveguide,IEEE Photonics Journal，7(5):1400607 (IEEE: SCI/EI)

[15] Huang Y, Chen X, Zhang J, Zeng D, Zhang D, *Ding X, 2015. Single-trial ERPs denoising via collaborative filtering on ERPs images. Neurocomputing 149 (3): 914-923 (SCI)

[16] Huang Y, Chen X, Zhang J, Zeng D, Zhang D, *Ding X, 2015 online. Single-trial ERPs denoising via collaborative filtering on ERPs images, Neurocomputing, 149(3):914-923(Elsevier: SCI/EI).

[17] Zhang D X , Jodoin P-M, *Li C, Wu Y D, Cai G R,2015.Novel graph cuts method for multi-frame super-resolution, IEEE Signal Processing Letters, 22(12):2279-2283(Elsevier: SCI/EI).

[18] Zhang D, Jodoin P, Li C, Wu Y, and Cai G,2015.Novel Graph Cuts Method for Multi-FrameSuper-Resolution,IEEE SIGNAL PROCESSING LETTERS, Vol.22(12): 2279-2283, DOI: 10.1109/LSP.2015.2477079.

[19] Chen B, Zeng W, *Lin Y, Zhang D,2015. A new local search-based multiobjective optimization algorithm, IEEE Transactions on Evolutionary Computation,19(1):50-73(IEEE:SCI/EI).

[20] Chen B, *Lin Y, Zeng W, Zhang D, Si W, 2015. Modified differential evolution algorithm using a new diversity maintenance strategy for multi-objective optimization problems, Applied Intelligence,43(1): 49-73(Springer: SCI/EI).

[21] Wei L,*Zhang Z, Zhang D, Lim A, 2015. A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints, European Journal of Operational Research, 243(3): 798-814(Elsevier: SCI/EI)

[22] You Z,Si Y, *Zhang D, Zeng X, Leung S, Li T,2015. A Decision-Making framework for precision marketing,Expert Systems With Applications, 42(7):3357–3367(Elsevier: SCI/EI).

[23] Cai Q, *Zhang D, Zheng W, Leung S,2015. A new fuzzy time series forecasting model combined with ant colony optimization and auto-regression,Knowledge-Based Systems, 74(1):61–68(Elsevier: SCI/EI).