1 citations · 1 across the 5 of their papers we have counts for
6 papers
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…
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…
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…
Preference-Based Abstract Argumentation for Case-Based Reasoning (with Appendix)
Adam Gould, Guilherme Paulino-Passos, Seema Dadhania +2
In the pursuit of enhancing the efficacy and flexibility of interpretable, data-driven classification models, this work introduces a novel incorporation of user-defined preferences…
Towards a Framework for Evaluating Explanations in Automated Fact Verification
Neema Kotonya, Francesca Toni
As deep neural models in NLP become more complex, and as a consequence opaque, the necessity to interpret them becomes greater. A burgeoning interest has emerged in rationalizing e…
Technical Report on the Learning of Case Relevance in Case-Based Reasoning with Abstract Argumentation
Guilherme Paulino-Passos, Francesca Toni
Case-based reasoning is known to play an important role in several legal settings. In this paper we focus on a recent approach to case-based reasoning, supported by an instantiatio…