Discovery Projects - Grant ID: DP0208969

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP0208969

Funding Status
Closed

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Funded Activity Summary

Kernel and Margin Based Machine Learning Algorithms. Certain machine learning algorithms, such as support vector machines, utilizing the ideas of large margins and kernels have attracted much attention lately because of their impressive performance on real world problems such as optical character recognition. We plan to refine and extend such algorithms to a wide range of different machine learning problems such as gene sequence analysis, image processing and text classification. Expected outcomes include the development of software that allows the solution of hitherto unsolved machine learning problems, and the ability to solve problems larger than those solvable by the current generation of machine learning tools.

Funded Activity Details

Start Date: 01-01-2002

End Date: 31-12-2004

Funding Scheme: Discovery Projects

Funding Amount: $258,752.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Other Artificial Intelligence | Neural Networks, Genetic Alogrithms And Fuzzy Logic | Artificial Intelligence and Image Processing | Pattern Recognition

ANZSRC Socio-Economic Objective (SEO)

Information processing services | Application tools and system utilities |

Other Keywords

Application tools and system utilities | Artificial Intelligence and Image Processing | Information processing services | Neural Networks, Genetic Alogrithms And Fuzzy Logic | Other Artificial Intelligence | Pattern Recognition

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