Institute of High Performance Computing

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People

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Computing Science (CS)

Dr. FU Xiuju

Dr. FU Xiuju


Research Interests:

  • Supply chain risk management
  • Real-time event monitoring
  • Risk analysis
  • Network vulnerability study and optimization
  • Supply chain visualization
  • Logistics engineering
  • Network-based modeling, analysis and simulation
  • Data analytics, Applications of computational intelligence
  • spatial and temporal data mining
  • data dimensionality reduction, classification, rule extraction
  • Neural networks, support vector machines, genetic algorithms etc.
  • Infectious disease analysis, modeling and simulation

Qualifications:

    Ph.D, Nanyang Technological University, Singapore, 2003
  • M.Eng, Beijing Institute of Technology, China, 1999
  • B.Eng, Beijing Institute of Technology, China, 1995

Published Journals/ Articles:

Journals

    • † † †Jesus Felix Valenzuela, Erika Fille Legara, Xiuju Fu, Rick Siow Mong Goh, Robert De Souza, and Christopher Monterola, †Network Perspective on the Calamity-induced Inaccessibility of Communities and the Robustness of Centralized, Landbound Relief Efforts,† International Journal of Modern Physics C, 2014

    • Hai-Yan Xu, Xiuju Fu,† Lionel Kim Hock Lee , Stefan Ma, Kee Tai Goh, Jiancheng Wong, Mohamed Salahuddin Habibullah, Gary Kee Khoon Lee, ††Tian Kuay Lim, Paul Anantharajah Tambyah, Chin Leong Lim, †Lee Ching Ng, Statistical Modeling Reveals the Effect of Absolute Humidity on Dengue in Singapore, accepted by PLoS ONE NTDs, 2014
    • Rajesh Suresh Prabhu Gaonkar; Min Xie; Xiuju Fu, Reliability Estimation of Maritime Transportation: A Study of Two Fuzzy Reliability Models, Ocean Engineering, May 2013
    • Ong Jimmy, Xiuju Fu, Gary, Lee, Mark Chen, Comparability of Results from Pair and Classical Model Formulations for Different Sexually Transmitted Infections, PLoS ONE 7(6):e39575. doi:10.1371/journal.pone.0039575, June 2012†

    • Wang Yanfu, Xie Min, Kwai-Sang Chin, Xiuju FU, Accident Analysis Model Based on Bayesian Network and Evidential Reasoning Approach, Journal of Loss Prevention in the Process Industries, 2012

    • Tianyou Zhang, Xiuju FU (corresponding author), Chee Keong Kwoh, Gaoxi Xiao, Limsoon Wong, Stefan Ma, Harold Soh, Gary Kee Khoon Lee, Terence Hung, Michael Lees, Temporal Factors in School Closure Policy for Mitigating the Spread of Influenza, Journal of public health policy, Vol 32(2), pp. 180-197, May 2011
    • Yubo Wang, Gaoxi Xiao, Limsoon Wong, Xiuju Fu, Stefan Ma and Tee Hiang Cheng, Effects of fear factors in disease propagation, Journal of Physics A, 2011

    • Hai-Yan Xu, M. Xie, T.N. Goh, Xiuju Fu, A model for integer-valued time series with conditional overdispersion, Computational Statistics and Data Analysis,2012

    • 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, 2010

    • 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

    • 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

Conferences

    • Xiuju Fu, R.S.M. Goh, J.C. Tong, L. Ponnambalam, X.F. Yin, Z.X.Wang, H.Y. Xu, S.F. Lu, Social Media for Supply Chain Risk Management, IEEM 2013, Dec 2013, Thailand
    • L. Ponnambalam, L. Wenbin, XJ. Fu, X.F. Yin, Z. Wang, R.S.M. Goh, Decision trees to model the impact of disruption and recovery in supply chain networks, IEEM 2013, Dec 2013, Thailand
    • Rick Siow Mong GOH, Zhaoxia WANG, Xiaofeng YIN, Xiuju FU, Loganathan Ponnambalam, Sifei LU, Xiaorong LI, RiskVis: Supply Chain Visualization with Risk Management and Real-time Monitoring, The 9th annual IEEE International Conference on Automation Science and Engineering (IEEE CASE 2013), 17-21 Aug. 2013
    • Xiuju Fu, Rick Siow Mong Goh, Logan Ponnambalam, Zhaoxia Wang, XiaoFeng Yin, Joochuan Tong, Sifei Lu,Healthcare Supply Chain Risk Management in Singapore, abstract submission, poster accepted. , Singapore healthcare supply chain management congress 2013
    • Xiuju Fu, Mohamed Slahuddin Habibullah, Min Xie, Rick Goh, Chunyew, Cheong, Kolowrocki Crzysztof, Discovering Knowledge from Maritime Ferry Operation Process, accepted in 4th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2010)
    • Chun Yew Cheong, Mohamed Salahuddin. Habibullah, Rick Siow Mong Goh, Xiuju Fu. Multi-objective optimization of large scale berth allocation and quay crane assignment problems. IEEE International Conference on Systems, Man, and Cybernetics 2010

    • Xiuju Fu, Sonja Lim, Lipo Wang, Gary Lee, Stefan Ma, Limsoon Wong, Gaoxi Xiao, Key Node Selection for Containing Infectious Disease Spread Using Particle Swarm Optimization, Proc. IEEE SIS’2009, Mar.-Apr. 2009
    • Tianyou Zhang, Xiuju Fu, Rick Siow Mong Goh, Chee Keong Kwoh, Gary Kee Khoon Lee, A GA-SVM Feature Selection Model Based on High Performance Computing Techniques, IEEE SMC 2009, USA

Book Chapter(s)

    • 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
    • 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.

Book(s)

    • Lipo Wang, Xiuju Fu, Data Mining with Computational Intelligence, book (276 pages), Springer-Verlag, ISBN: 3-540- 24522-7, 2005

Other(s)

    • White papers:
      • Master Facilitative Control Tower and Visualization Framework by IHPC team jointly with TLIAP and SimTech, 2013
      • †Loganathan Ponnambalam, Xiuju Fu, Rick Siow Mong Goh, Xiaorong Li, Zhaoxia Wang, Bernard Yeo Boon Att, Sifei Lu, Network Analysis for Supply Chain Management, 2012

This page is last updated at: 12-MAY-2014