Lucas Rizzo

According to our database, Lucas Rizzo authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI.

Lucas Rizzo, Damiano Verda, Serena Berretta, Luca Longo

Mach. Learn. Knowl. Extr., September, 2024

2023

ArgFrame: A multi-layer, web, argument-based framework for quantitative reasoning.

Lucas Rizzo

Softw. Impacts, September, 2023

Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts.

Lucas Rizzo, Luca Longo

Inf. Fusion, 2023

A novel structured argumentation framework for improved explainability of classification tasks.

Lucas Rizzo, Luca Longo

CoRR, 2023

A Novel Structured Argumentation Framework for Improved Explainability of Classification Tasks.

Lucas Rizzo

Proceedings of the Explainable Artificial Intelligence, 2023

2021

Examining the modelling capabilities of defeasible argumentation and non-monotonic fuzzy reasoning.

Luca Longo, Lucas Rizzo, Pierpaolo Dondio

Knowl. Based Syst., 2021

2020

An empirical evaluation of the inferential capacity of defeasible argumentation, non-monotonic fuzzy reasoning and expert systems.

Lucas Rizzo, Luca Longo

Expert Syst. Appl., 2020

A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence.

Giulia Vilone, Lucas Rizzo, Luca Longo

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

Exploring the potential of defeasible argumentation for quantitative inferences in real-world contexts: An assessment of computational trust.

Lucas Rizzo, Pierpaolo Dondio, Luca Longo

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

LightGWAS: A Novel Machine Learning Procedure for Genome-Wide Association Study.

Bruno Ambrozio, Luca Longo, Lucas Rizzo

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2018

An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers.

Lucas Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, Luca Longo

Proceedings of the Artificial Intelligence Applications and Innovations, 2018

A Comparative Study of Defeasible Argumentation and Non-monotonic Fuzzy Reasoning for Elderly Survival Prediction Using Biomarkers.

Lucas Rizzo, Ljiljana Majnaric, Luca Longo

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

Inferential Models of Mental Workload with Defeasible Argumentation and Non-monotonic Fuzzy Reasoning: a Comparative Study.

Lucas Rizzo, Luca Longo

Proceedings of the 2nd Workshop on Advances In Argumentation In Artificial Intelligence, 2018

A Qualitative Investigation of the Explainability of Defeasible Argumentation and Non-Monotonic Fuzzy Reasoning.

Lucas Rizzo, Luca Longo

Proceedings of the Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Trinity College Dublin, 2018

2017

On Demonstrating the Impact of Defeasible Reasoning in Practice via a Multi-layer Argument-based Framework.

Lucas Rizzo

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Representing and Inferring Mental Workload via Defeasible Reasoning: A Comparison with the NASA Task Load Index and the Workload Profile.

Lucas Rizzo, Luca Longo

Proceedings of the 1st Workshop on Advances In Argumentation In Artificial Intelligence co-located with XVI International Conference of the Italian Association for Artificial Intelligence, 2017

2016

Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile.

Lucas Rizzo, Pierpaolo Dondio, Sarah Jane Delany, Luca Longo

Proceedings of the Artificial Intelligence Applications and Innovations, 2016