3 citations · 6 across the 4 of their papers we have counts for
4 papers
RAGProbe: An Automated Approach for Evaluating RAG Applications
Shangeetha Sivasothy, Scott Barnett, Stefanus Kurniawan +2
Retrieval Augmented Generation (RAG) is increasingly being used when building Generative AI applications. Evaluating these applications and RAG pipelines is mostly done manually, v…
Minimising changes to audit when updating decision trees
Anj Simmons, Scott Barnett, Anupam Chaudhuri +2
Interpretable models are important, but what happens when the model is updated on new training data? We propose an algorithm for updating a decision tree while minimising the numbe…
Large language models for generating rules, yay or nay?
Shangeetha Sivasothy, Scott Barnett, Rena Logothetis +4
Engineering safety-critical systems such as medical devices and digital health intervention systems is complex, where long-term engagement with subject-matter experts (SMEs) is nee…
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…