Discovery Projects - Grant ID: DP230101753

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230101753

Funding Status
Active

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Funded Activity Summary

Short Sequence Representation Learning with Limited Supervision . Predicting events based on short text and video data is widely found in real-world applications such as online crime detection, cyber-attack identification, and public security protection. However, to develop such an effective prediction model is very difficult due to the problems such as limited supervision, heterogeneous multiple sources, and missing and low-quality data. This project is to tackle these challenges. Expected outcome of this project will lay a theoretical foundation for effective short sequence representation learning and build next-generation intelligent systems. This should benefit our society and economy through the applications of multimodality-integrated video technologies for cybersecurity and public safety.

Funded Activity Details

Start Date: 01-02-2023

End Date: 31-01-2026

Funding Scheme: Discovery Projects

Funding Amount: $405,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Knowledge representation and reasoning | Pattern recognition | Database systems | Data management and data science |

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Data management and data science | Database systems | Electronic Information Storage and Retrieval Services | Information Systems | Knowledge representation and reasoning | Pattern recognition | Radio, Television, Film and Video Services

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