Research Areas: Forecasting Non-stationary Time Series Analysis High Frequency Data, Limit Order Book
Research Areas: Quantitative methods and their applications in psychological research. Specifically interested in structural equation modeling, meta-analysis and multilevel models.
Research Areas: Behavioural And Experimental Economics, Social Influence
Research Areas: Infectious disease modelling, Chronic disease modelling, Health economic and policy modelling, Biostatistics, Global Health
Research Areas: Credit Risk, Banking & Insurance, Financial Econometrics, Financial Engineering & Risk Management
Research Areas: Casual Inference for Evidence-based Medicine, Generative Model for Medical Time-series Analysis
Research Areas: 3D city modelling - (urban) digital twins, GeoAI, VGI/OpenStreetMap, Spatial Data Infrastructure
Research Areas: Data Science & Business Analytics, Digital Transformation, Platforms & Innovation, FinTech, Computational Social Sciences
Research Areas: Artificial Intelligence - Decision Making & Planning, Machine Learning, Robotics, Trustworthy AI
Research Areas: Big Data Management Systems, Parallel and Distributed System, Cloud Computing, Maching Learning Systems
Research Areas: Smart City Operations, Supply Chain Management, Business Analytics
Research Areas: Artificial Intelligence, Database
Research Areas: Pricing Analytics & Supply Chain Management, Sequential Decision Making, Game Theory
Research Areas: Data Science & Business Analytics, Digital Transformation, Platforms & Innovation, FinTech
Research Areas: Computational Harmonic Analysis, Imaging Sciences, Computational Vision, Machine Learning
Research Areas: Artificial Intelligence, Deep Learning
Research Areas: Risk Management, Decision Making Under Uncertainty, Strategic Incentives, Information Economics
Research Areas: Computational Linguistic, Analyzing Online Behavior
Research Areas: Media, Artificial Intelligence, Computer Vision, Robotic Perception, Machine Learning
Research Areas: Human-Computer Interaction (HCI), CSCW, Social Computing, Conversational user interfaces, and Human-centered AI
Research Areas: Machine Learning, Deep Learning, Numerical Analysis, Optimization
Research Areas: Functional Data Analysis, Non-Euclidean Data Analysis, High-Dimensional Data Analysis, Statistics under Non-Statistical Constraints
Research Areas: Interpretable & Trustworthy Machine Learning, Explainable Artificial Intelligence, Deep Learning & Health Data Science, Medical Image Analysis
Research Areas: Machine Learning, Computational Lenses, Statistical Learning
Research Areas: Artificial Intelligence – Decision Making & Planning, Machine Learning, Multi-Agent Systems & Algorithmic, Game Theory, Robotics, Trustworthy AI
Research Areas: Artificial Intelligence, Algorithms & Theory, Programming Languages & Software Engineering
Research Areas: Information & Coding Theory, Machine Learning, Biomedical Informatics, Wireless & Sensor Networks, IoT
Research Areas: Data Science for Building Performance, Whole Building Simulation, Environmental Quality, Visual Analytics, IoT Analytics
Research Areas: Natural Language Processing
Research Areas: Systems & Networking, On-chip Network, Parallel Architectures, Mobile Computing
Research Areas: Technical Development for Imaging, Genetics, Deep Learning in Neuroimaging, Early Life Influences on Brain Development
Research Areas: Information Theory,
Machine Learning, High-Dimensional Statistics
Research Areas: Computer Vision, Deep
Learning, Intelligent System for Video Understanding &
Creation
Research Areas: Information Theory,
Machine Learning, Statistical Signal Processing
Research Areas: Statistical machine
learning, focusing on the theory, methodology and
applications of modeling with decision trees and tree
ensembles
Research Areas: Computer Vision, Deep
Learning
Research Areas: Computational Statistics &
Machine Learning, Monte-Carlo methods, Uncertainty
Quantification, Inverse problems
Research Areas: Algorithms And
Applications Of Convex And Semidefinite Programming,
Iterative Methods For Large Linear Systems Of Equations
Research Areas: Machine Learning,
Artificial Intelligence and Computer Vision
Research Areas: Media, Sound & Music
Computing, Audio Compression & Compressed Domain Audio
Processing
Research Areas: Statistical inference for
complex data, Inverse problem from brain imaging
Research Areas: Image processing and
statistics, Human Brain Network & Areas, Functional
Architecture of Human Brain, Individual Differences in
Behaviour & Disorder
Research Areas: Machine Learning, High
Performance Computing, Machine Learning Systems, Parallel &
Distributed Systems, AI Applications (eg. CV, NLP, Biology
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