Matthew Williams

25 papers A* 2A 1C 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Argumentation for Explainable and Globally Contestable Decision Support with LLMs.
CoRR
Adam Dejl, Matthew Williams, Francesca Toni
2025 J jnl
Clustered Federated Learning via Embedding Distributions.
CoRR
Dekai Zhang, Matthew Williams, Francesca Toni
2025 — conf
Hidden Conflicts in Neural Networks and their Implications for Explainability.
FAccT
Adam Dejl, Dekai Zhang, Hamed Ayoobi, Matthew Williams, Francesca Toni
2024 J jnl
Preference-Based Abstract Argumentation for Case-Based Reasoning (with Appendix).
CoRR
Adam Gould, Guilherme Paulino-Passos, Seema Dadhania, Matthew Williams, Francesca Toni
2024 A* conf
Preference-Based Abstract Argumentation for Case-Based Reasoning.
KR
Adam Gould, Guilherme Paulino-Passos, Seema Dadhania, Matthew Williams, Francesca Toni
2023 J jnl
CAFE: Conflict-Aware Feature-wise Explanations.
CoRR
Adam Dejl, Hamed Ayoobi, Matthew Williams, Francesca Toni
2023 J jnl
Targeted Activation Penalties Help CNNs Ignore Spurious Signals.
CoRR
Dekai Zhang, Matthew Williams, Francesca Toni
2022 J jnl
A Federated Cox Model with Non-Proportional Hazards.
CoRR
Dekai Zhang, Francesca Toni, Matthew Williams
2018 — ed.
Proceedings of the Joint Proceedings of Reasoning with Ambiguous and Conflicting Evidence and Recommendations in Medicine (MedRACER 2018) and the 3rd International Workshop on Ontology Modularity, Contextuality, and Evolution (WOMoCoE 2018) co-located with the 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018), Tempe, Arizona, USA, October 29th, 2018.
MedRACER+WOMoCoE@KR
Kristijonas Cyras, Tiago Oliveira, Matthew Williams, Loris Bozzato, Martin Homola, Till Mossakowski, Antoine Zimmermann
2015 — ch.
Aggregation of Clinical Evidence Using Argumentation: A Tutorial Introduction.
Foundations of Biomedical Knowledge Representation
Anthony Hunter, Matthew Williams
2014 J jnl
Automated estimation of disease recurrence in head and neck cancer using routine healthcare data.
Comput. Methods Programs Biomed.
Kate Ricketts, Matthew Williams, Zi Wei Liu, Adam P. Gibson
2014 A conf
Dialogical two-agent decision making with assumption-based argumentation.
AAMAS
Xiuyi Fan, Francesca Toni, Andrei Mocanu, Matthew Williams
2013 — conf
Assumption-Based Argumentation for Decision-Making with Preferences: A Medical Case Study.
CLIMA
Xiuyi Fan, Robert Craven, Ramsay Singer, Francesca Toni, Matthew Williams
2013 — conf
Graph-Based Dispute Derivations in Assumption-Based Argumentation.
TAFA
Robert Craven, Francesca Toni, Matthew Williams
2012 J jnl
Aggregating evidence about the positive and negative effects of treatments.
Artif. Intell. Medicine
Anthony Hunter, Matthew Williams
2012 A* conf
Efficient Argumentation for Medical Decision-Making.
KR
Robert Craven, Francesca Toni, Cristian Cadar, Adrian Hadad, Matthew Williams
2010 — conf
Argumentation for Aggregating Clinical Evidence.
ICTAI (1)
Anthony Hunter, Matthew Williams
2010 C conf
Qualitative Evidence Aggregation using Argumentation.
COMMA
Anthony Hunter, Matthew Williams
2010 — conf
Using clinical preferences in argumentation about evidence from clinical trials.
IHI
Anthony Hunter, Matthew Williams
2009 J jnl
An argument-based approach to reasoning with clinical knowledge.
Int. J. Approx. Reason.
Nikos Gorogiannis, Anthony Hunter, Matthew Williams
2009 — conf
Argumentation about Treatment Efficacy.
KR4HC
Nikos Gorogiannis, Anthony Hunter, Vivek Patkar, Matthew Williams
2008 — ch.
Objective Bayesian Nets for Systems Modelling and Prognosis in Breast Cancer.
Innovations in Bayesian Networks
Sylvia B. Nagl, Matthew Williams, Jon Williamson
2007 — conf
Harnessing Ontologies for Argument-Based Decision-Making in Breast Cancer.
ICTAI (2)
Matthew Williams, Anthony Hunter
2006 J jnl
Combining Argumentation and Bayesian Nets for Breast Cancer Prognosis.
J. Log. Lang. Inf.
Matthew Williams, Jon Williamson
2006 — conf
Towards a General Model for Argumentation Services.
AAAI Spring Symposium: Argumentation for Consumers of Healthcare
John Fox, Liz Black, David Glasspool, Sanjay Modgil, Ayelet Oettinger, Vivek Patkar, Matthew Williams