Faculty Affiliates

 



Bressan, Stéphane

School of Computing, Department of Computer Science

Research Areas: Database, Information Integration, Data Management, Data Analysis







Chen, Ying

Faculty of Science, Department of Mathematics

Research Areas: Forecasting Non-stationary Time Series Analysis High Frequency Data, Limit Order Book








Cheung Wai Leung, Mike

Faculty of Arts and Social Sciences, Department of Psychology

Research Areas: Quantitative methods and their applications in psychological research. Specifically interested in structural equation modeling, meta-analysis and multilevel models.




Chong Juin Kuan

Business School, Department of Marketing

Research Areas: Behavioural And Experimental Economics, Social Influence








Cook, Alex Richard

Saw Swee Hock School of Public Health, Biostatistics & Modelling (BSMD)

Research Areas: Infectious disease modelling, Chronic disease modelling, Health economic and policy modelling, Biostatistics, Global Health




Duan Jin-Chuan

Business School, Department of Finance

Research Areas: Credit Risk, Banking & Insurance, Financial Econometrics, Financial Engineering & Risk Management






Feng Mengling

Saw Swee Hock School of Public Health, Biostatistics & Modelling (BSMD)

Research Areas: Casual Inference for Evidence-based Medicine, Generative Model for Medical Time-series Analysis





Filip Biljecki

College of Design and Engineering, Department of Architecture

Research Areas: 3D city modelling - (urban) digital twins, GeoAI, VGI/OpenStreetMap, Spatial Data Infrastructure





Goh Khim Yong

School of Computing, Department of Information Systems and Analytics

Research Areas: Data Science & Business Analytics, Digital Transformation, Platforms & Innovation, FinTech, Computational Social Sciences




Harold Soh

School of Computing, Department of Computer Science

Research Areas: Artificial Intelligence - Decision Making & Planning, Machine Learning, Robotics, Trustworthy AI





He Bingsheng

School of Computing, Department of Computer Science

Research Areas: Big Data Management Systems, Parallel and Distributed System, Cloud Computing, Maching Learning Systems




He Long

Business School, Department of Analytics and Operations

Research Areas: Smart City Operations, Supply Chain Management, Business Analytics







Hooi Kuen Yew, Bryan

School of Computing, Department of Computer Science

Research Areas: Artificial Intelligence, Database






Hu Zhenyu

Business School, Department of Analytics and Operations

Research Areas: Pricing Analytics & Supply Chain Management, Sequential Decision Making, Game Theory





Huang Ke-Wei

School of Computing, Department of Information Systems and Analytics

Research Areas: Data Science & Business Analytics, Digital Transformation, Platforms & Innovation, FinTech




Ji Hui

Faculty of Science, Department of Mathematics

Research Areas: Computational Harmonic Analysis, Imaging Sciences, Computational Vision, Machine Learning





Kenji Kawaguchi

School of Computing, Department of Computer Science

Research Areas: Artificial Intelligence, Deep Learning






Keppo, Jussi

Business School, Department of Analytics and Operations

Research Areas: Risk Management, Decision Making Under Uncertainty, Strategic Incentives, Information Economics





Kokil Jaidka

Faculty of Arts and Social Sciences, Department of Communications and New Media

Research Areas: Computational Linguistic, Analyzing Online Behavior






Lee Gim Hee

School of Computing, Department of Computer Science

Research Areas: Media, Artificial Intelligence, Computer Vision, Robotic Perception, Machine Learning




Li Qianxiao

Faculty of Science, Department of Mathematics

Research Areas: Machine Learning, Deep Learning, Numerical Analysis, Optimization







Lin Zhenhua

Faculty of Science, Department of Statistics and Data Science

Research Areas: Functional Data Analysis, Non-Euclidean Data Analysis, High-Dimensional Data Analysis, Statistics under Non-Statistical Constraints





Liu Nan

Duke-NUS Medicine School

Research Areas: Interpretable & Trustworthy Machine Learning, Explainable Artificial Intelligence, Deep Learning & Health Data Science, Medical Image Analysis






Loh, Duane

Faculty of Science, Department of Physics

Research Areas: Machine Learning, Computational Lenses, Statistical Learning







Low Kian Hsiang, Bryan

School of Computing, Department of Computer Science

Research Areas: Artificial Intelligence – Decision Making & Planning, Machine Learning, Multi-Agent Systems & Algorithmic, Game Theory, Robotics, Trustworthy AI




Meel, Kuldeep S.

School of Computing, Department of Computer Science

Research Areas: Artificial Intelligence, Algorithms & Theory, Programming Languages & Software Engineering





Mehul Motani

College of Design and Engineering, Department of Electrical & Computer Engineering

Research Areas: Information & Coding Theory, Machine Learning, Biomedical Informatics, Wireless & Sensor Networks, IoT




Miller, Clayton

College of Design and Engineering, Department of The Built Environment

Research Areas: Data Science for Building Performance, Whole Building Simulation, Environmental Quality, Visual Analytics, IoT Analytics




Ng Hwee Tou

School of Computing, Department of Computer Science

Research Areas: Natural Language Processing







Peh Li Shiuan

School of Computing, Department of Computer Science

Research Areas: Systems & Networking, On-chip Network, Parallel Architectures, Mobile Computing





Qiu Anqi

College of Design and Engineering, Department of Biomedical Engineering

Research Areas: Technical Development for Imaging, Genetics, Deep Learning in Neuroimaging, Early Life Influences on Brain Development




Scarlett, Jonathan

Faculty of Science, Department of Mathematics

Research Areas: Information Theory, Machine Learning, High-Dimensional Statistics






Shou Zheng Mike

College of Design and Engineering, Department of Electrical and Computer Engineering

Research Areas: Computer Vision, Deep Learning, Intelligent System for Video Understanding & Creation



Subhroshekhar Ghosh

Faculty of Science, Department of Mathematics

Research Areas: Stochastics







Tan Yan Fu, Vincent

College of Design and Engineering, Department of Electrical and Computer Engineering

Research Areas: Information Theory, Machine Learning, Statistical Signal Processing



Tan Yan Shuo

Faculty of Science, Department of Statistics & Data Science

Research Areas: Statistical machine learning, focusing on the theory, methodology and applications of modeling with decision trees and tree ensembles



Tan, Robby Tantowi

College of Design and Engineering, Department of Electrical and Computer Engineering (on leave)

Research Areas: Computer Vision, Deep Learning





Thiéry, Alexandre Hoang

Faculty of Science, Department of Statistics and Data Science

Research Areas: Computational Statistics & Machine Learning, Monte-Carlo methods, Uncertainty Quantification, Inverse problems





Toh Kim Chuan

Faculty of Science, Department of Mathematics

Research Areas: Algorithms And Applications Of Convex And Semidefinite Programming, Iterative Methods For Large Linear Systems Of Equations




Wang Xinchao

College of Design and Engineering, Department of Electrical and Computer Engineering

Research Areas: Machine Learning, Artificial Intelligence and Computer Vision




Wang Ye

School of Computing, Department of Computer Science

Research Areas: Media, Sound & Music Computing, Audio Compression & Compressed Domain Audio Processing





Yao Zhigang

Faculty of Science, Department of Statistics and Data Science

Research Areas: Statistical inference for complex data, Inverse problem from brain imaging







Yeo Boon Thye Thomas

College of Design and Engineering, Department of Electrical and Computer Engineering

Research Areas: Image processing and statistics, Human Brain Network & Areas, Functional Architecture of Human Brain, Individual Differences in Behaviour & Disorder



You Yang

School of Computing, Department of Computer Science

Research Areas: Machine Learning, High Performance Computing, Machine Learning Systems, Parallel & Distributed Systems, AI Applications (eg. CV, NLP, Biology




Zimmermann, Roger

School of Computing, Department of Computer Science

Research Areas: Streaming Media Architectures, Protocols for video (DASH) and Immersive Media (e.g. point cloud data), Machine/Deep learning, Spatiotemporal Data Management, Analytics and Applications