Academic Training
|
Year
|
Degree/Title
|
Major
|
Affiliation
|
Country
|
|
2012-present
|
Post-Doctoral Research Fellow
|
Brain Imaging Processing
|
Columbia University
|
USA
|
|
2010-2012
|
Postdoc
|
Brain Imaging Processing
|
Columbia University
|
USA
|
|
2007-2010
|
Ph.D.
|
Data Mining
|
Southeast University
|
China
|
|
2004-2007
|
M.E.
|
Signal Processing
|
NUAA
|
China
|
|
2000-2004
|
B.S.
|
Information Science
|
NUAA
|
China
|
Honors
|
Year
|
Paper
|
Award
|
Affiliation
|
Place
|
|
2012
|
A Robust Hybrid Restarted Simulated Annealing
Particle Swarm Optimization Technique
|
Best Paper Award
|
Advances in Computer Science and its Applications
|
New York
|
|
2010
|
An Improved Image Filter based on SPCNN
|
Third-rank Award
|
8th excellent academic papers prize of
Nanjing City
|
Nanjing, China
|
|
2009
|
Survey on Expert Systems
|
Best Communication Award
|
PhD candidates academic conference – computer vision
& artificial intelligence
|
Tianjin, China
|
|
2009
|
Applications of Neural Networks and Evolutionary
Computation
|
Outstanding Ph.D. Dissertation
|
Southeast University
|
Nanjing, China
|
|
2008
|
Optical Flow Estimation based on Constraint Total
Least Squares and Anisotropic Regulation
|
Second-rank Award
|
14th National conferences of images and
graphs
|
Fuzhou, China
|
Academic Presentations
|
Year
|
Name of Report
|
Organization
|
City
|
|
2012
|
Increasing Sparsity in Compressed Sensing
|
Proceedings of the 20th Annual Meeting of ISMRM
|
Melbourne, Australia
|
|
2011
|
Combination of Compressed Sensing and SENSE for 1H
MRSI: An Initial Result
|
Proceedings of the 19th Annual Meeting of ISMRM
|
Québec, Canada
|
|
2009
|
A Genetic Ant
Colony Classifier System
|
World congress on
computer science and information engineering 2009
|
Los Angles, USA
|
|
2009
|
A hybrid
recognition method for document images
|
International
Conference on Intelligent Systems and Control
|
Boston, USA
|
|
2009
|
Bacterial Chemotaxis Optimization for Protein
folding model
|
International Conference on Natural Computation 2009
|
Tianjin, China
|
|
2009
|
Face orientation estimation by particle swarm
optimization
|
Second International Symposium on Information
Science and Engineering
|
Shanghai, China
|
|
2008
|
Multi-resolution
Rigid Image Registration using Bacterial Multiple Colony Chemotaxis
|
Visual Information
Engineering 2008
|
Xi’an, China
|
Other Professional Activities
|
Year
|
Organization
|
Role
|
|
2012-Present
|
Sensors
|
Lead Guest Editor
|
|
2012-Present
|
The Scientific World Journal
|
Lead Guest Editor
|
|
2012-Present
|
International Journal of Digital Content
Technology and its Applications
|
Lead Guest Editor
|
|
2012-Present
|
International Journal of Artificial
Intelligence
|
Managing Editor-in-Chief
|
|
2012-Present
|
Journal of Intelligent Learning Systems and
Applications
|
Editor
|
| 2012-Present |
2012 International Conference of Electrical and Electronics Engineering (ICEE2012) |
Program Chiar |
|
2012
|
2nd International Conference on
Management, Manufacturing and Materials Engineering
|
Technical Program Committee
|
|
2012
|
2nd International Conference on Computer
Application and System Modeling
|
Technical Program Committee
|
Selected Publications
|
[1]
Yudong Zhang,
Lenan Wu. Stock Market Prediction of S&P 500 via
combination of improved BCO Approach and BP Neural Network [J]. Expert
systems with applications. 2009, 36(5): 8849-8854
|
|
[2]
Yudong Zhang,
Lenan Wu. Weights Optimization of Neural Network via Improved BCO Approach
[J], Progress in Electromagnetics Research, 2008, 83:185-198
|
|
[3]
Yudong Zhang,
Lenan Wu. Improved Image Filter based on SPCNN [J], Science in China F
edition: Information Science, 2008, 51(12): 2115-2125
|
|
[4]
Yudong Zhang,
Lenan Wu, Geng Wei. A New Classifier for Polarimetric SAR Images [J].
Progress in Electromagnetics Research. 2009, 94: 83-104
|
|
[5]
Yudong Zhang,
Shuihua Wang, Lenan Wu. A Novel Method for Magnetic Resonance Brain Image
Classification based on Adaptive Chaotic PSO [J]. Progress in
Electromagnetics Research. 2010, 109: 325-343
|
|
[6]
Yudong Zhang,
Zhengchao Dong, Lenan Wu, Shuihua Wang. A hybrid method for MRI brain image
classification [J]. Expert Systems with Applications. 2011, 38(8):
10049-10053
|
|
[7]
Yudong Zhang,
Lenan Wu, Geng Wei. Color Image Enhancement based on HVS and PCNN [J]. Science
China Information Sciences. 2010, 53 (10): 1963-1976
|
|
[8]
Yudong Zhang,
Lenan Wu. Pattern recognition via PCNN and Tsallis entropy [J]. Sensors.
2008, 8(11):7518-7529
|
|
[9]
Yudong Zhang,
Lenan Wu, N Neggaz, Shuihua Wang, Geng Wei. Remote-sensing Image
Classification Based on an Improved Probabilistic Neural Network [J].
Sensors. 2009, 9(9): 7516-7539
|
|
[10]
Yudong Zhang,
Lenan Wu. Crop Classification by forward neural network with adaptive chaotic
particle swarm optimization [J]. Sensors. 2011, 11(5): 4721-4743
|
|
[11]
Yudong Zhang,
Lenan Wu. Segment-based Coding of Color Images [J]. Science in China F
edition: Information Science. 2009, 52(6): 914-925
|
|
[12]
Yudong Zhang,
Jun Yan, Geng Wei, Lenan Wu. Find Multi-Objective Paths in Stochastic
Networks via Chaotic Immune PSO [J]. Expert Systems with Applications. 2010,
37(3): 1911-1919
|
|
[13]
Yudong Zhang,
Lenan Wu, Geng Wei, Shuihua Wang. A novel algorithm for all pairs shortest
path problem based on matrix multiplication and pulse coupled neural network
[J]. Digital Signal Processing. 2011, 21(4): 517-521
|
|
[14]
Yudong Zhang,
Lenan Wu. Optimal multi-level Thresholding based on Maximum Tsallis Entropy
via an Artificial Bee Colony Approach [J]. Entropy. 2011, 13(4): 841-859
|
|
[15]
Yudong Zhang,
Lenan Wu, Shuihua Wang. Magnetic Resonance Brain Image Classification by an
Improved Artificial Bee Colony Algorithm [J]. Progress in Electromagnetics
Research. 2011, 116: 65-79
|
|
[16]
Yudong Zhang,
Shuihua Wang, Yuankai Huo, Lenan Wu, Liu A J. Feature Extraction of Brain MRI
by Stationary Wavelet Transform and its Applications [J]. Journal of
Biological Systems. 2010, 18(s1): 115-132
|
|
[17]
Yudong Zhang,
Lenan Wu, B Peterson, Zhengchao Dong. A Two-Level Iterative Reconstruction
Method for Compressed Sensing MRI [J]. Journal of Electromagnetic Waves and
Applications. 2011, 25(8/9): 1081-1091
|
|
[18]
Yudong Zhang,
Lenan Wu, Shuihua Wang. UCAV path planning based on FSCABC [J].
Information-An International Interdisciplinary Journal. 2011, 14(3): 687-692
|
|
[19]
Yudong Zhang,
Lenan Wu. An MR Brain Images Classifier via Principal Component Analysis and
Kernel Support Vector Machine [J].Progress
in Electromagnetics Research. 2012, 130, 369-388
|
|
[20]
Yudong Zhang,
Lenan Wu.Classification of Fruits
using Computer Vision and a Multi-class Support Vector Machine [J], Sensors,
2012, 12(9): 12489-12505
|
|
[21]
Yudong Zhang,
Bradley Peterson, Zhengchao Dong, A Support-Based Reconstruction for SENSE
MRI (Accepted), Sensors
|
Monographs
[1] Yudong Zhang. Research on Global Optimization Algorithms and Their
Applications [M], New York, World Science Publisher, June, 2012 (ISBN: 978-1-938576-00-3)
[2] Yudong Zhang, Image Processing via Pulse Coupled Neural
Network [M]. Germany: Lambert Academic Publishing. July 2012. (ISBN: 978-3-659-17249-6)
|
