Data Mining and Decision Support
Current research projects:
- Ecological Data Modelling and Event Prediction e.g. establishment of harmful species (with SJTU, XU-China and Lincoln Uni.)
- A holistic approach to Integrating multiple data sets through imputation
Predictive modelling of harmful species establishment from ecological data
This project will continue using SNN NeuCube-based approaches for a more accurate prediction of ecological events, but it will also develop new rule extraction algorithms for a better understanding of the modelled data and the ecological processes. NZ data has already been initially experimented and data from China will be trialled next as part of a tripartite project West China-East China–New Zealand.
Project Team
- Prof. N. Kasabov
- A/Prof. R. Pears
- A/Prof. S. Worner (Lincoln University)
- Prof. J. Yang (Shanghai Jiao Tong University, China)
- Prof. S. Ozawa (Kobe University, Japan)
- R. Hartono
A holistic approach to Integrating multiple data sets through imputation
The project develops a novel method for the integration of multiple data sets with case studies in cancer and more specifically – bladder cancer.
Project Team
- Prof. N. Kasabov
- V. Breen
- PEBL team