Discovery Projects - Grant ID: DP210100045

Funding Activity

Website
https://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP210100045

Funding Status
Active

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Funded Activity Summary

Rethinking the Data-driven Discovery of Rare Phenomena. This project will investigate novel technologies for the data-driven discovery of rare phenomena. Scientific disciplines are increasingly able to generate large amounts of data relevant to key discoveries such as novel photovoltaic materials or explanations of brain seizures. However, these discoveries typically correspond to extremely rare phenomena in high dimensional spaces, which current data science methods are unable to detect. The project will fill this void and yield novel methods, publications, and open source software for the data-driven discovery or rare phenomena. Thus, it will expand the capabilities of data science, providing better use of the massive data collections accumulating across science, government, and industry.

Funded Activity Details

Start Date: 29-07-2021

End Date: 28-07-2024

Funding Scheme: Discovery Projects

Funding Amount: $450,605.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Applied Statistics | Pattern Recognition and Data Mining | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Information and Computing Sciences |

Other Keywords

Applied Statistics | Artificial Intelligence and Image Processing | Expanding Knowledge in the Information and Computing Sciences | Pattern Recognition and Data Mining

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