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Home
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About Us
Contact Us
People
IORA Community
Directors
International Advisory Board
Faculty
School of Business
Faculty of Science
College of Design and Engineering
School of Computing
Faculty of Arts and Social Sciences
The Logistics Institute (TLI) – Asia Pacific
Visitors
Current
Past
Students
AY 2017/2018
AY 2018/2019
AY 2019/2020
AY 2020/2021
AY 2021/2022
IORA 2021/2022
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AY 2024/2025
Student Alumni
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Administration
Events
Upcoming Events
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Research
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Introduction
Announcements
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MOE T3 Alumni
Projects
Publications
Research Programmes
Analytical Tools
Environmental and Water Resources Systems (EWRS)
Healthcare Service Systems
Supply Chain Systems
Research Collaboration
Kulicke & Soffa
IMDA
NUS (Chongqing) Research Institute – Modern Logistics
SIA-NUS Digital Aviation Corporate Laboratory
NUS – ZIBS Joint Lab of Supply Chain Management & Finance
NUS-IPB Food Supply Chain
Publications
Articles
Publications from IORA
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About the Programme
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Search
Machine Learning
Research Focus
All
Algorithms
Analysis of large economies
Applied OR
Bayesian models
Behavioral Economics
Behavioral OM
Blockchain
Carbon Credits
Change-Point Detection
Combinatorial Optimization
Conic Programming
Constraint Programming
Convex Optimization
data analytics
data science
Data-driven decision making
Data-driven Optimization
Decentralized Optimization
Decision Analysis and Optimization
decision-making problems
Decision-Making Under Uncertainty
Deep Learning
Demand Forecasting
Demand Forecasting with Machine Learning
demand-responsive transport
Digital Strategies
discrete choice analysis
Discrete Choice Models
Distributionally Robust Optimization
Dynamic Optimization and Systems
Dynamic Programming
Ecology
Econometrics
Economics of AI
Experimental Design
Extreme Value Theory
fairness and efficiency within resource allocation
Food Consumption Modeling
Food Systems
Forecasting
Game Theory
Genoeconomics
Government Policy Design
Graph Theory
Healthcare operations management
Information Economics
Information Theory
Innovation
Innovation Sourcing
Input-Output Analysis
integer Programming
Inventory and Supply Chain Management
Inventory Management
last-mile supply chain management
Learning
Life-Cycle Assessment
Low-rank matrix optimization
Machine Learning
Macroeconomics
Market Analytics
Market design and learning in the context of online marketplaces
Markov Chain
Mathematical Modeling
Mathematical optimization
Matrix Optimization
Mechanism Design
Micro Data Analysis
mixed-integer nonlinear programming
Monte Carlo Methods
Network Modeling
Neural Networks
Neuroeconomics
New Product Development
nonsmooth optimization
online resource allocation
Operations Management
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operations-marketing interface
Optimisation Under Uncertainty
Optimization
Optimization under uncertainty
Platform Economics
Portfolio Optimization
Poverty Analysis
Predictive Mathematical Modeling
Prescriptive Analytics
Queuing
Queuing Networks
Reinforcement Learning
Resource Optimization
Retail Analytics
Revenue Management
Riemannian optimization
Risk analytics
Risk Management
Robust Decision-Making and Learning
Robust Optimization
Robustness Optimization
Scheduling
Semidefinite Programming
Simulation
Simulation Optimization
Social Accounting
Socio-Econometrics
Stability and Functionality Evaluation
Statistical Analysis
Statistical and Econometrical Modeling
Statistical Physics
Statistical Signal Processing
Stochastic Control
Stochastic Modeling
Stochastic Processes
Strategic Management
Supply Chain
supply chain management
Sustainability
Sustainable Production
Traceability Systems
Transportation Management
Vehicle Routing
VRP optimisation
Warehouse Management
Waste Management
Wisdom of Crowds
Machine Learning
Industry Focus
All
Finance
Last-mile delivery
Sharing Economy
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All
Dynamic Programming, Data Science, Machine Learning
Billy Tim Anthony
Student
2022/2023-IORA
Dynamic Programming
,
Machine Learning
Envelope
Globe
Optimization, Statistics, Machine Learning
Bretislav Hajek
Student
2021/2022-IORA
Machine Learning
,
Optimization
Envelope
Globe
Privacy and Fairness in Data Mining and Machine Learning; Machine Learning; Evolutionary Multi-Objective Optimization; Constraint Programming
Cheng Peng
Senior Research Fellow
Constraint Programming
,
Machine Learning
Envelope
Globe
Data analytics, Machine learning, Econometrics
Hou Xinyu
Student
2022/2023-IORA
Econometrics
,
Machine Learning
Envelope
Globe
Financial technology, Operations research and machine learning in financial engineering
Jiang Gaozhe
Student
2023/2024-IORA
Finance
Machine Learning
,
Operations Research
Envelope
Globe
Bayesian Statistics, Machine Learning
Lae Chung Khim
Adjunct Research Fellow
Machine Learning
Envelope
Globe
Energy Finance, Time Series Analysis, Quantitative Finance, Explainable Machine Learning
Li Wei
Research Fellow
Finance
Machine Learning
Envelope
Globe
Federated Learning , Machine Learning
Li Wenqian
Student
2021/2022-CQ
Learning
,
Machine Learning
Envelope
Globe
Data-Driven Decision Making, Stochastic and Robust Optimization, Pricing and Revenue Management, Discrete Choice Models, Online Machine Learning, Sharing Economy in Transportation
Li Xiaobo
Assistant Professor
Industrial Systems Engineering and Management
Sharing Economy
,
Transportation
Data-driven Optimization
,
Discrete Choice Models
,
Machine Learning
,
Revenue Management
,
Robust Optimization
Envelope
Globe
Statistics, Machine Learning
Lim Ek Hong
Alumni
2017/2018-IORA
Machine Learning
,
Statistical Analysis
Envelope
Globe
Interface between ML and OR, Robustness Optimization (aka Satisficing)
Loke Gar Goei
Visiting Assistant Professor
Analytics & Operations
Machine Learning
,
Robustness Optimization
Envelope
Globe
Optimization, Machine Learning
Lyu Lixing
Student
2021/2022-IORA
Machine Learning
,
Optimization
Envelope
Globe
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