Giulia Vilone

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Objective Evaluation

Abstract Argumentation

Robust Classification

Top Venues

Publications

Giulia Vilone, Luca Longo
An Examination of the Effect of the Inconsistency Budget in Weighted Argumentation Frameworks and their Impact on the Interpretation of Deep Neural Networks. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Giulia Vilone, Luca Longo
Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods. xAI (3) (2023)
Giulia Vilone, Luca Longo
A Novel Human-Centred Evaluation Approach and an Argument-Based Method for Explainable Artificial Intelligence. AIAI (1) (2022)
Giulia Vilone, Luca Longo
An XAI method for the Automatic Formation of an Abstract Argumentation Framework from a Neural Network and its Objective Evaluation. ArgXAI@COMMA (2022)
Giulia Vilone, Luca Longo
Classification of Explainable Artificial Intelligence Methods through Their Output Formats. Mach. Learn. Knowl. Extr. 3 (3) (2021)
Giulia Vilone, Luca Longo
Notions of explainability and evaluation approaches for explainable artificial intelligence. Inf. Fusion 76 (2021)
Giulia Vilone, Luca Longo
A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods. Frontiers Artif. Intell. 4 (2021)
Giulia Vilone, Luca Longo
Explainable Artificial Intelligence: a Systematic Review. CoRR (2020)
Giulia Vilone, Lucas Rizzo, Luca Longo
A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence. AICS (2020)