3 papers
cs.AI2025
Argumentation for Explainable Workforce Optimisation (with Appendix)
Jennifer Leigh, Dimitrios Letsios, Alessandro Mella +2
Workforce management is a complex problem involving the optimisation of the makespan and travel distance required for a team of operators to complete a set of jobs, using a set of…
cs.AI2025
Supported Abstract Argumentation for Case-Based Reasoning
Adam Gould, Gabriel de Olim Gaul, Francesca Toni
We introduce Supported Abstract Argumentation for Case-Based Reasoning (sAA-CBR), a binary classification model in which past cases engage in debates by arguing in favour of their…
cs.AI2025
Neuro-Argumentative Learning with Case-Based Reasoning
Adam Gould, Francesca Toni
We introduce Gradual Abstract Argumentation for Case-Based Reasoning (Gradual AA-CBR), a data-driven, neurosymbolic classification model in which the outcome is determined by an ar…