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Searching for patterns of activity across multiple targets
Reference
BIO12093
Principal Investigator / Supervisor
Professor Ian Nabney
Co-Investigators /
Co-Supervisors
Institution
Aston University
Department
Sch of Engineering and Applied Science
Funding type
Research
Value (£)
130,740
Status
Completed
Type
Research Grant
Start date
01/05/2000
End date
01/05/2003
Duration
36 months
Abstract
This project addresses priority area 3 of the Bioinformatics Initiative. I shall apply advanced neural computing machine learning techniques to the visualisation and analysis of high throughput screening data. The aims of this research project are to develop practical data model training algorithms for very large quantities of data, to use visualisation and inductive machine learning to find meaningful structural and molecular properties that are good predictors of activity, and to use these methods to search for patterns of activity across multiple targets. The most successful methods will be integrated in a software toolbox with a web-based interface.
Summary
unavailable
Committee
Closed Committee - Engineering & Biological Systems (EBS)
Research Topics
X – not assigned to a current Research Topic
Research Priority
X – Research Priority information not available
Research Initiative
Bioinformatics (Phase 2) (BIO) [1998-2000]
Funding Scheme
X – not Funded via a specific Funding Scheme
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