Concepedia

Giulia Vilone

GV

6

Publications

703

Citations

6

H-Index

2014

Active since

Affiliations

Technological University Dublin(Current)

Creme Global (Ireland)

Giulia Vilone is an author at Technological University Dublin specializing in model interpretability, automated reasoning, and computer science.

Top concepts

EngineeringData ScienceExplainable AiComputer ScienceInterpretabilityMachine LearningAutomated ReasoningIntelligent SystemsArtificial IntelligenceSemantics

Publications per year

2014–2021

6

Publications

6

Notions of explainability and evaluation approaches for explainable artificial intelligence

Giulia Vilone, Luca Longo · Information Fusion · 2021 · 499 citations · Full text

Artificial Intelligence, Natural Language Processing, Cognitive Science +15

Classification of Explainable Artificial Intelligence Methods through Their Output Formats

Giulia Vilone, Luca Longo · Machine Learning and Knowledge Extraction · 2021 · 136 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods

Giulia Vilone, Luca Longo · Frontiers in Artificial Intelligence · 2021 · 31 citations · Full text

Engineering, Machine Learning, Friedman Test +23

Exposure to selected preservatives in personal care products: case study comparison of exposure models and observational biomonitoring data

Lesa L. Aylward, Giulia Vilone, Christina Cowan‐Ellsberry et al. · Journal of Exposure Science & Environmental Epidemiology · 2018 · 15 citations · Full text

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

Giulia Vilone, Lucas Rizzo, Luca Longo · Arrow - TU Dublin (Technological University Dublin) · 2021 · 12 citations · Full text

Rows per page

1–5 of 6