Institute of Artificial Intelligence areas of expertise
The Institute of Artificial Intelligence conducts fundamental research in the following areas:
- Agent-Based Modelling
- Bayesian Learning
- Data Analytics
- Deep Learning
- Digital Twins
- Dynamic system and optimisation problems
- Fuzzy sets and fuzzy systems
- Grey systems and grey models
- Human-centred Artificial Intelligence
- Intelligent data analysis, especially for imperfect data
- Multi-objective optimisation problems
- Neural networks and machine learning
- Robotics systems
- Rough sets and rough approximation
- Vision AI
With applications in:
- Intelligent agricultural systems
- Intelligent computer games/gamification
- Intelligent condition monitoring
- Intelligent decision support
- Intelligent environmental monitoring and control
- Intelligent transport systems
- Intelligent water management
- Optimisation and scheduling
- Smart energy control
- Smart healthcare
- Smart manufacturing
- Smart media: social media analysis and recommender systems
Also, see our Research Themes