Richard Sinnott

University of Melbourne — Australia

Decision Sciences · Social Sciences

42h-index8.8kcitations656works3.42yr avg
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Research Topics

Scientific Computing and Data Management(80), Distributed and Parallel Computing Systems(77), Access Control and Trust(39), Cloud Computing and Resource Management(33), European Union Policy and Governance(32)

Publications655 total

Perspective: Improving social connection and inclusion through equitable digital health solutions
npj Digital Medicine·2025Open Access
Evidential Trust-Aware Model Personalization in Decentralized Federated Learning for Wearable IoT
ArXiv.org·2025Open Access
Evidential Trust-Aware Model Personalization in Decentralized Federated Learning for Wearable IoT
arXiv (Cornell University)·2025Open Access
Evolution of islet autoantibodies in the Environmental Determinants of Islet Autoimmunity (ENDIA) prospective cohort
Diabetologia·2025
Citizen science informed online platform to increase social connection, physical health and mental wellbeing in people with disability and carers: <i>ConnectUp</i> project protocol
Disability and Rehabilitation Assistive Technology·2025Open Access
Regional Elites, Regional ‘Powerlessness’ and European Regional Policy in Ireland
2025
SketchGuard: Scaling Byzantine-Robust Decentralized Federated Learning via Sketch-Based Screening
arXiv (Cornell University)·2025Open Access
The Patient-Oriented Neuroendocrine Tumor Registry for Australia
Studies in health technology and informatics·2025Open Access
Network Structures as an Attack Surface: Topology-Based Privacy Leakage in Federated Learning
arXiv (Cornell University)·2025Open Access
A Platform for the Delivery of Speech Treatment for Dysarthria in Multisystemic Ataxia
2025
Acceptability and usability of Drugs4dent®, a dental medicines decision tool – a pilot study
BMC Oral Health·2025· 2 citedOpen Access
Unseen Fake News Detection Through Casual Debiasing
2025Open Access
Improving Human Action Recognition in Australian Rules Football through Video Data Augmentation
2025
Unseen Fake News Detection Through Casual Debiasing
arXiv (Cornell University)·2025Open Access
SARS-CoV-2 Infection and Childhood Islet Autoimmunity
JAMA Pediatrics·2025· 3 citedOpen Access
Towards the Translation of OpenMP to Hybrid MPI/OpenMP
2025Open Access
A Collaborative Multi-Autonomous-Vehicle System for Persistent Area Monitoring Under Communication Constraints
2024
Semantic Segmentation of Food Through Deep Learning: A Case Study
2024
Platypus Detection Through Deep Learning
2024
A Mobile App for Openstack-Based Clouds
2024
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Frequent Co-authors

Graeme Eisenhofer(5), Felix Beuschlein(5), Martin Faßnacht(4), Martina Rodie(4), S. Faisal Ahmed(4), Jennifer Couper(4), Elizabeth A. Davis(4), Maria E. Craig(4), Timo Deutschbein(3), Katharina Langton(3), Wiebke Arlt(3), Christina Pamporaki(3), Mirko Peitzsch(3), Aleksander Prejbisz(3), Andrzej Januszewicz(3), Jillian Bryce(3), Silvano Bertelloni(3), Martine Cools(3), Feyza Darendelıler(3), Tülay Güran(3)