麻豆原创

The MSc by Research in Computer Science offers exciting opportunities to do cutting-edge research in an internationally renowned environment.

Course Overview

The MSc by Research program is suitable for skilled and highly-motivated students to do research at the frontiers of Computer Science in a broad range of theoretical and applied topics. The program is meant to train students for high-profile jobs in Industry.

Research Themes

Theory and Foundations

Algorithm Design and Analysis; Approximation Online Algorithms and Constrained Optimisation; Automata Theory Model Checking Sublinear Algorithms and Combinatorics; Verification and Controller Synthesis.

Systems

High Performance and Scientific Computing; Business and Internet Computing; Fault Tolerant and Reliable Systems; Intelligent and Distributed Systems; Communication Networks and Data Science; Software Tools.

Artificial Intelligence

Multi-Agent Systems; Strategic Artificial Intelligence; Explainable AI; Multi-Agent Reinforcement Learning; Intelligent Cyber-Physical Systems; Deep Learning for Imaging Data; Intelligent Connected Vehicles.

Data Science

Data Management and Engineering; Data Analytics and Data Mining; Statistical / Machine Learning; Data Science Applications.

Applied Computing

Computational Neuroscience; Computational Pathology; Systems and Synthetic Biology; Digital Forensics; Multimedia Processing and Computer Vision.

Human-Centred Computing

Social Media Analytics; Health Informatics; Social Informatics; Smart Cities; Adaptivity and Personalisation; Educational Technology; Computer Science Education.

Teaching and Learning

Students are encouraged to attend Departmental seminars given by leading experts from the research community.