Lucas Rizzo

21 papers A 1Misc 2Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
L2GTX: From Local to Global Time Series Explanations.
CoRR
Ephrem Tibebe Mekonnen, Luca Longo, Lucas Rizzo, Pierpaolo Dondio
2025 J jnl
Computational Argumentation and Automatic Rule-Generation for Explainable Data-Driven Modeling.
IEEE Access
Luca Longo, Serena Berretta, Damiano Verda, Lucas Rizzo
2024 J jnl
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI.
Mach. Learn. Knowl. Extr.
Lucas Rizzo, Damiano Verda, Serena Berretta, Luca Longo
2023 — conf
A Novel Structured Argumentation Framework for Improved Explainability of Classification Tasks.
xAI (3)
Lucas Rizzo
2023 J jnl
A novel structured argumentation framework for improved explainability of classification tasks.
CoRR
Lucas Rizzo, Luca Longo
2023 J jnl
ArgFrame: A multi-layer, web, argument-based framework for quantitative reasoning.
Softw. Impacts
Lucas Rizzo
2023 J jnl
Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts.
Inf. Fusion
Lucas Rizzo, Luca Longo
2022 J jnl
Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts.
CoRR
Lucas Rizzo, Luca Longo
2021 J jnl
Examining the modelling capabilities of defeasible argumentation and non-monotonic fuzzy reasoning.
Knowl. Based Syst.
Luca Longo, Lucas Rizzo, Pierpaolo Dondio
2020 — conf
A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence.
AICS
Giulia Vilone, Lucas Rizzo, Luca Longo
2020 J jnl
An empirical evaluation of the inferential capacity of defeasible argumentation, non-monotonic fuzzy reasoning and expert systems.
Expert Syst. Appl.
Lucas Rizzo, Luca Longo
2020 — conf
Exploring the potential of defeasible argumentation for quantitative inferences in real-world contexts: An assessment of computational trust.
AICS
Lucas Rizzo, Pierpaolo Dondio, Luca Longo
2020 — conf
LightGWAS: A Novel Machine Learning Procedure for Genome-Wide Association Study.
AICS
Bruno Ambrozio, Luca Longo, Lucas Rizzo
2020 — ed.
Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Republic of Ireland, December 7-8, 2020.
AICS
Luca Longo, Lucas Rizzo, Elizabeth Hunter, Arjun Pakrashi
2018 — conf
A Comparative Study of Defeasible Argumentation and Non-monotonic Fuzzy Reasoning for Elderly Survival Prediction Using Biomarkers.
AI*IA
Lucas Rizzo, Ljiljana Majnaric, Luca Longo
2018 — conf
A Qualitative Investigation of the Explainability of Defeasible Argumentation and Non-Monotonic Fuzzy Reasoning.
AICS
Lucas Rizzo, Luca Longo
2018 Misc conf
An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers.
AIAI
Lucas Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, Luca Longo
2018 — conf
Inferential Models of Mental Workload with Defeasible Argumentation and Non-monotonic Fuzzy Reasoning: a Comparative Study.
AI³@AI*IA
Lucas Rizzo, Luca Longo
2017 A conf
On Demonstrating the Impact of Defeasible Reasoning in Practice via a Multi-layer Argument-based Framework.
AAMAS
Lucas Rizzo
2017 — conf
Representing and Inferring Mental Workload via Defeasible Reasoning: A Comparison with the NASA Task Load Index and the Workload Profile.
AI³@AI*IA
Lucas Rizzo, Luca Longo
2016 Misc conf
Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile.
AIAI
Lucas Rizzo, Pierpaolo Dondio, Sarah Jane Delany, Luca Longo