3 citations · 5 across the 4 of their papers we have counts for
4 papers
Ensuring Robustness in ML-enabled Software Systems: A User Survey
Hala Abdelkader, Mohamed Abdelrazek, Priya Rani +2
Ensuring robustness in ML-enabled software systems requires addressing critical challenges, such as silent failures, out-of-distribution (OOD) data, and adversarial attacks. Tradit…
Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series data, Machine Learning and Comorbidity Patterns -- A Retrospective Study
Santhakumar Ramamoorthy, Priya Rani, James Mahon +3
Delirium represents a significant clinical concern characterized by high morbidity and mortality rates, particularly in patients with mild cognitive impairment (MCI). This study in…
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems A Case Study
Hala Abdelkader, Mohamed Abdelrazek, Scott Barnett +3
Machine learning (ML), especially with the emergence of large language models (LLMs), has significantly transformed various industries. However, the transition from ML model protot…
Smart Home Goal Feature Model -- A guide to support Smart Homes for Ageing in Place
Irini Logothetis, Priya Rani, Shangeetha Sivasothy +2
Smart technologies are significant in supporting ageing in place for elderly. Leveraging Artificial Intelligence (AI) and Machine Learning (ML), it provides peace of mind, enabling…