PEOPLE

Director

Members

Angela Yao

  • Computer Vision
  • Machine Learning

Atreyi Kankanhali

  • Online Communities
  • Digital Collaboration
  • Digital Transformation & Innovation in Service Sectors 
  • IT Governance & Policy

Bryan Low Kian Hsiang

  • Multi-Party Machine Learning
  • Reinforcement Learning
  • Planning Under Uncertainty
  • Multi-Agent/Robot Systems
  • Computational Sustainability

Chen Nan

  • Computer Vision and Pattern Recognition
  • Multimedia Coding and Retrieval
  • Biometric Authentication

Desmond Ong

  • Cognitive Science
  • Artificial Intelligence
  • Affective and Social Cognition
  • Affective and Social Computing
  • Probabilistic Modelling

Harold Soh

  • Human AI/Robot Interaction
  • Machine Learning
  • Robotics
  • Human-Machine Intelligence
  • Artificial Intelligence

Huang Ke-Wei

  • Labor Economics in Information Technologies Industries
  • Pricing
  • Machine Learning Applications in FinTech
  • Economics of FinTech

Jonathan Scarlett

  • Machine Learning
  • Information Theory
  • High-Dimensional Statistics
  • Information-Theoretic Limits of Data Science Problems
  • Rigorous Inference, Learning, and Optimization Algorithms

Keith Carter

  • Linkage Between Supply Chain Strategy and Financial Services
  • Data Visualization and Machine Learning
  • Investment Analysis and Price Prediction
  • Valuing Alternative Data

Kuldeep Singh Meel

  • Constrained Counting and Sampling
  • Verification of AI Systems
  • Interpretable Decision Making
  • Probabilistic Reasoning
  • SAT
  • Knowledge Representation and Reasoning

Lee Gim Hee

  • Computer Vision
  • Robot Perception
  • Machine Learning

Lee Mong Li

  • Social Media Analytics
  • Spatio-temporal Databases
  • Retina Image Analysis
  • Database Performance Issues in Dynamic Environments
  • Biomedical Informatics

Lee Wee Sun

  • Machine Learning
  • Planning Under Uncertainty
  • Approximate Inference

Leong Tze Yun

  • Decision-theoretic Artificial Intelligence
  • Machine Learning
  • Biomedical and Health Informatics
  • Temporal Probabilistic Reasoning

Ng Hwee Tou

  • Natural Language Processing
  • Information Retrieval

Reza Shokri

  • Computer Security and Privacy
  • Data and Machine Learning Privacy

Roland Yap

  • AI
  • Data Analytics
  • Programming Languages
  • Security
  • Social Networks

Stanley Kok

  • Artificial Intelligence
  • Machine Learning
  • E-Commerce
  • FinTech
  • Healthcare
  • Data Science
  • Social Networks

Stefan Winkler

  • Computer Vision
  • Video Analysis
  • Human-Computer Interaction

Teo Hok Hai

  • Health Informatics
  • Innovation Assimilation
  • Open Innovation
  • Electronic Markets
  • Virtual Community
  • Information privacy

Vaibhav Rajan

  • Modeling Heterogeneous Clinical and Genomic Data
  • Combined Data-Driven and Knowledge-Based Models
  • Deep Multi-View Learning Models and Algorithms
  • Deep Learning In Healthcare and Bioinformatics
  • Applications In Healthcare and Bioinformatics

Wynne Hsu

  • Social Media Analytics
  • Spatio-temporal Data Mining
  • Retinal Image Analysis

Yair Zick

  • Algorithmic Game Theory
  • Algorithmic Transparency
  • Algorithmic Fair Division
  • Cooperative Games
  • Computational Social Choice
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