Institute of High Performance Computing

• Directors
• Computing Science (CS)
• Electronics & Photonics (EP)
• Engineering Mechanics (EM)
• Fluid Dynamics (FD)
• Material Science & Engineering (MSE)
• IHPC Independent Investigatorship (I³)

Computing Science (CS)

Dr. FU Xiuju

• Title: Scientist
• Tel: 64191330
• Email: fuxj@ihpc.a-star.edu.sg

Research Interests:

• Epidemiology modeling, analysis and simulation
• infectious disease data analysis, Applications of computational intelligence
• Data mining: data dimensionality reduction, classification, rule extraction
• Neural networks, support vector machines, genetic algorithms

Qualifications:

• Ph.D, Nanyang Technological University, Singapore, 2002
• M.Eng, Beijing Institute of Technology, China, 1999
• B.Eng, Beijing Institute of Technology, China, 1995

Published Journals/ Articles:

Journals

• Jie Zhou, Gaoxi Xiao, Limsoon Wong, Xiuju Fu, Stefan Ma, Tee Hiang Cheng, "Generation of arbitrary two-point-correlated directed networks with given modularity", Physics Letter A, 2010
• S. Xiao, G. Xiao, T.H. Cheng, S. Ma, Xiuju Fu and Harold Soh, Robustness of scale-free networks under re-wiring operations, EPL 89 38002 doi: 10.1209/0295-5075/89/38002 2009, Europhysics Letters
• Xiuju Fu, Sonja Lim, Stefan Ma, Limsoon Wong, Gary Lee, Lipo Wang, Gaoxi Xiao Key Site Selection for Mass Screening to Contain Infectious Disease Spread in Urban Areas, the book chapter in�the Handbook on Swarm Intelligence - Concepts, Principles and Applications, Springer-Verlag, 2009
• Tianyou Zhang, Xiuju Fu, Rick Siow Mong Goh, Chee Keong Kwoh, Gary Kee Khoon Lee An Integrated Approach to Speed Up GA-SVM Feature Selection Model, book chapter in Computational Intelligence in Optimization-Applications and Implementations, Springer-Verlag,2009
• Lipo Wang, Xiuju Fu, ``Data Mining with Computational Intelligence”, book (276 pages), Springer-Verlag, ISBN: 3-540- 24522-7, 2005
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• Xiuju Fu and Lipo Wang, ``Data Dimensionality Reduction with Application to Improving Classification Performance and Explaining Concepts of Data Sets”, International Journal of Business Intelligence and Data Mining, Vol.1, No.1, pp. 65-87, 2005
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• Xiuju Fu and Lipo Wang, "A rule extraction system with class-dependent features," a book chapter in Evolutionary Computing in Data Mining, Ashish Ghosh and Lakhmi C. Jain, Editors, Springer, pp. 79-99, 2004.
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• Xiuju Fu and Lipo Wang, ``Simplifying RBF network structure and improving performance by data dimensionality reduction", IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics, Volume: 33 Issue: 3, June 2003, Page(s): 399 -409, 2003