ARC Future Fellowships - Grant ID: FT210100624

Funding Activity

Website
https://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/FT210100624

Funding Status
Active

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Funded Activity Summary

Decentralised Collaborative Predictive Analytics on Personal Smart Devices. This project tackles the challenging problem of personalised predictive analytics with resource-constrained personal devices and massive-scale data. The knowledge to be generated concerns privacy, fairness, and resource efficiency in the era of Internet of Things. The expected outcomes include a collaborative learning paradigm for building personalised models on personal smart devices in open and fully decentralised settings. Privacy and model fairness are core tenets of the paradigm. Personalised predictive analytics is frontier research that will position Australia at the forefront of AI and give business the tools needed to deploy innovative business systems for market exploitation with a secure, equitable and competitive advantage.

Funded Activity Details

Start Date: 30-06-2022

End Date: 29-06-2026

Funding Scheme: ARC Future Fellowships

Funding Amount: $927,500.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Information Systems | Pattern Recognition and Data Mining | Database Management |

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Information and Computing Sciences | Application Tools and System Utilities

Other Keywords

Application Tools and System Utilities | Database Management | Expanding Knowledge in the Information and Computing Sciences | Information Systems | Pattern Recognition and Data Mining

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