Contact us

resources & publications

2021 annual report

DAIRNet

explainable spatiotemporal reasoning for geospatial intelligence applications

Matt Duckham, Jenela Gabela, Allison Kealy, Mustafizur

ethical ai

Trusted Autonomous Systems Defence Cooperative Research Centre

paraphrasing techniques for maritime QA systems

Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li, Van Nguyen

toward the automated construction of probabilistic knowledge graphs for the maritime domain

Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu

cross-modal visual question answering for remote sensing data

Rafael Felix, Boris Repasky, Samuel Hodge, Reza Zolfaghari, Ehsan Abbasnejad and Jamie Sherrah

vehicle position nowcasting with gossip learning

Mina Aghaei Dinani, Adrian Holzer, Hung Nguyen, Marco Ajmone Marsan and Gianluca Rizzo

using auxiliary information for person re-identification – a tutorial overview

Tharindu Fernando, Clinton Fookes, Sridha Sridharan and Dana Michalski

open-form music composition for synchronised and coordinated action

Alexander Hunter and Charles Martin

modeling rates of change and aggregations in runtime goal models

Rebecca Morgan, Simon Pulawski, Matt Selway, Wolfgang Mayer, Georg Grossmann, Markus Stumptner, Aditya Ghose and Ross Kyprianou

regret-matching learning-based task assignment in vehicular edge computing

Bach Long Nguyen, Duong D. Nguyen, Hung X. Nguyen, Duy T. Ngo, and Markus Wagner

multi-agent data collection in non-stationary environments

Nhat Nguyen, Duong Nguyen, Junae Kim, Gianluca Rizzo and Hung Nguyen

an information-theoretic analysis for transfer learning: error bounds and applications

Xuetong Wu, Jonathan H. Manton, Uwe Aickelin, Jingge Zhu

defending SDN against packet injection attacks using deep learning

Anh Tuan Phu, Bo Li, Faheem Ullah, Tanvir Ul Huque, Ranesh Naha, Ali Babar and Hung Nguyen

2022 annual report

DAIRNet