153 citations · 170 across the 4 of their papers we have counts for
4 papers
On the Visualisation of Argumentation Graphs to Support Text Interpretation
Hanadi Mardah, Oskar Wysocki, Markel Vigo +1
The recent evolution in Natural Language Processing (NLP) methods, in particular in the field of argumentation mining, has the potential to transform the way we interact with text,…
Data Quality, Mismatched Expectations, and Moving Requirements: The Challenges of User-Centred Dashboard Design
Mohammed Alhamadi, Omar Alghamdi, Sarah Clinch +1
Interactive information dashboards can help both specialists and the general public understand complex datasets; but interacting with these dashboards often presents users with cha…
Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making
Oskar Wysocki, Jessica Katharine Davies, Markel Vigo +4
This paper contributes with a pragmatic evaluation framework for explainable Machine Learning (ML) models for clinical decision support. The study revealed a more nuanced role for…
What Makes Research Software Sustainable? An Interview Study With Research Software Engineers
Mario Rosado de Souza, Robert Haines, Markel Vigo +1
Software is now a vital scientific instrument, providing the tools for data collection and analysis across disciplines from bioinformatics and computational physics, to the humanit…