Discovery Projects - Grant ID: DP190100017

Funding Activity

Website
https://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP190100017

Funding Status
Closed

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Funded Activity Summary

Target-agnostic analytics: building agile predictive models for big data. This project aims to develop target-agnostic analytics, creating models of data that can be queried about any variable or feature without having to be relearned. Government and business collect vast quantities of data, but these are wasted if we cannot use them to predict the future from the past. Presently, big-data analytics is effective at predicting a single pre-defined target variable, yet in many applications, what we know about a system and what we want to find out are far more complex. This project expects to yield novel target-agnostic technologies with associated publications and open-source software. The project will expand the capabilities of machine learning, providing better use of the massive data assets collected across most public, commercial and industry sectors.

Funded Activity Details

Start Date: 01-04-2019

End Date: 30-06-2022

Funding Scheme: Discovery Projects

Funding Amount: $315,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

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

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

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