This is a list of our current research projects, click on the blue project titles to find out more.
For past projects go to Past Projects.
Feature Construction and Selection:
Genetic Programming for Constructive Induction
Feature salience estimation and feature subset selection
Ensemble methods
Machine Learning Ensemble Methodology
Boosting ensembles with feature none-replacement strategy for analysing microarray data
Distributed Data Mining
Super Computer Data Mining
Clustering
Effective Metrics for Clustering
Clustering Rules
Clustering Ensemble
Applications - Crime
Data mining & Simulation for Process Improvement
Applications - Medical
Medical Data Mining
Data Mining a National Twin Data Set for Chronic Disease
Assessment of Cardiovascular Disease Risk Models Using Primary Care Data
Predictive Modelling of Bone Ageing
Agents
Autonomous Adaptive Agents in Auction Environments
AgentP: a Learning Classifier System with Associative Perception in Maze Environments
Autonomous Adaptive Agents in Simulations of the UK Market in Electricity
Time Series Data Mining
Time Series Data Mining with Clipped Series
Time Series Data Mining sRNA Data
Time Series Data Mining Electricity Usage Patterns
