Discovery Projects - Grant ID: DP150102442

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP150102442

Funding Status
Closed

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Funded Activity Summary

Coupling Learning in Big Data. Big data features complex coupling relationships within and between diverse entities in various forms and layers. This fundamentally challenges existing learning theories, which usually assume that data is independent and identically distributed (IID). This indicates that such IID tools may either be inapplicable for big data or capture an incomplete or even biased picture of the ground truth in big data. Hence, this project aims to invent breakthrough theories and effective tools for systematically modelling and learning sophisticated couplings embedded in big data applications. The outcomes are expected to enhance Australia's leading role in data science research and lift data intelligence-driven productivity and economic growth in a changing world.

Funded Activity Details

Start Date: 01-01-2015

End Date: 31-12-2018

Funding Scheme: Discovery Projects

Funding Amount: $384,700.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Simulation and Modelling | Pattern Recognition and Data Mining | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Information Processing Services (incl. Data Entry and Capture) |

Other Keywords

Artificial Intelligence and Image Processing | Information Processing Services (incl. Data Entry and Capture) | Pattern Recognition and Data Mining | Simulation and Modelling

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