Discovery Early Career Researcher Award - Grant ID: DE230101116

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DE230101116

Funding Status
Active

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Funded Activity Summary

Detecting Key Concepts from Low-Quality Data for Better Decision. The project aims to develop data analytics techniques that aid better decision making in high-stake scenarios when data are less-trustable. While data-aided decision making has been widely used, less-trustable data may significantly distort the decisions made and hurt people impacted by these decisions. The outcome of this project expects to be a series of techniques covering data understanding and enhancement, model development and fitting, and novelty detection, to reduce the damage of less-trustable data. The research expects to benefit the people and companies impacted by data-aided decision making in cybersecurity, healthcare and financial fraud detection, providing risk-control services.

Funded Activity Details

Start Date: 01-07-2023

End Date: 30-06-2026

Funding Scheme: Discovery Early Career Researcher Award

Funding Amount: $420,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Data mining and knowledge discovery | Information extraction and fusion | Data management and data science | Information retrieval and web search

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Data management and data science | Data mining and knowledge discovery | Electronic Information Storage and Retrieval Services | Expanding Knowledge In the Information and Computing Sciences | Information extraction and fusion | Information retrieval and web search

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