60 citations
- University College DublinIE15 papers
- Royal Holloway University of LondonGB13 papers
- University of LimerickIE8 papers
- LeroIE5 papers
- Geological Survey of IrelandIE4 papers
- Ollscoil na Gaillimhe – University of GalwayIE4 papers
- University of OttawaCA4 papers
- University of LondonGB3 papers
- University of LuxembourgLU3 papers
- Valeo (Ireland)IE3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- University College CorkIE2 papers
4 papers · 1 filter
An AI System for Continuous Knee Osteoarthritis Severity Grading Using Self-Supervised Anomaly Detection with Limited Data
Niamh Belton, Aonghus Lawlor, Kathleen M. Curran
The diagnostic accuracy and subjectivity of existing Knee Osteoarthritis (OA) ordinal grading systems has been a subject of on-going debate and concern. Existing automated solution…
Interpreting a Semantic Segmentation Model for Coastline Detection
Conor O'Sullivan, Seamus Coveney, Xavier Monteys +1
We interpret a deep-learning semantic segmentation model used to classify coastline satellite images into land and water. This is to build trust in the model and gain new insight i…
Posture Prediction for Healthy Sitting using a Smart Chair
Tariku Adane Gelaw, Misgina Tsighe Hagos
Poor sitting habits have been identified as a risk factor to musculoskeletal disorders and lower back pain especially on the elderly, disabled people, and office workers. In the cu…
Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building
Anjukan Kathirgamanathan, Eleni Mangina, Donal P. Finn
This research is concerned with the novel application and investigation of `Soft Actor Critic' (SAC) based Deep Reinforcement Learning (DRL) to control the cooling setpoint (and he…