Xiuju Fu
Maritime AI Programme Director at IHPC- Claim this Profile
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Bio
Experience
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Institue of Molecular and Cell Biology
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Research Services
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1 - 100 Employee
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Maritime AI Programme Director
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Nov 2022 - Present
My research interest includes: 1. data analytics: 1) machine learning algorithms for classification, feature selection and rule extraction 2) temporal and spatial big data analysis, statistical modeling 3) complex network analytics 2. modeling and simulation: 1) discrete event modeling and simulation 2) agent-based modeling and simulation 3. Optimization 1) constrained and unconstrained optimization 2) simulation-based… Show more My research interest includes: 1. data analytics: 1) machine learning algorithms for classification, feature selection and rule extraction 2) temporal and spatial big data analysis, statistical modeling 3) complex network analytics 2. modeling and simulation: 1) discrete event modeling and simulation 2) agent-based modeling and simulation 3. Optimization 1) constrained and unconstrained optimization 2) simulation-based optimization 4. Operations research applications in domains: 1) maritime transport and port operation enhancement 2) logistics and supply chain risk management 3) public health: infectious disease spread (dengue risk modeling) and chronic disease modeling (diabetes risk stratification) Show less My research interest includes: 1. data analytics: 1) machine learning algorithms for classification, feature selection and rule extraction 2) temporal and spatial big data analysis, statistical modeling 3) complex network analytics 2. modeling and simulation: 1) discrete event modeling and simulation 2) agent-based modeling and simulation 3. Optimization 1) constrained and unconstrained optimization 2) simulation-based… Show more My research interest includes: 1. data analytics: 1) machine learning algorithms for classification, feature selection and rule extraction 2) temporal and spatial big data analysis, statistical modeling 3) complex network analytics 2. modeling and simulation: 1) discrete event modeling and simulation 2) agent-based modeling and simulation 3. Optimization 1) constrained and unconstrained optimization 2) simulation-based optimization 4. Operations research applications in domains: 1) maritime transport and port operation enhancement 2) logistics and supply chain risk management 3) public health: infectious disease spread (dengue risk modeling) and chronic disease modeling (diabetes risk stratification) Show less
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Postdoc
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2002 - 2005
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Education
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Nanyang Technological University
Doctor of Philosophy - PhD, Information Science/Studies -
Beijing Institute of Technology