Modelling of systems design: Predictive Modelling from Data
Under this theme, Smartline will involve the use of mathematical models for complex data sets, including data mining, clustering and fuzzy inference techniques, to realise improved asset management. Key issues to be examined:
- Identification of early signals of potential problems in housing;
- Novel methods to develop algorithms that might link asset management and health and wellbeing outcomes under Theme 1.
Research Fellow: Tamaryn Menneer
Tamaryn will be developing data-driven models to extract patterns and relationships in the data such that human-building interactions can be identified.