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Giulia Vilone
Giulia Vilone
Technological University Dublin
Verified email at TUDublin.ie - Homepage
Title
Cited by
Cited by
Year
Explainable artificial intelligence: a systematic review
G Vilone, L Longo
arXiv preprint arXiv:2006.00093, 2020
3662020
Notions of explainability and evaluation approaches for explainable artificial intelligence
G Vilone, L Longo
Information Fusion 76, 89-106, 2021
3002021
Classification of Explainable Artificial Intelligence Methods through Their Output Formats
G Vilone, L Longo
Machine learning & knowledge extraction 3 (3), 615--661, 2021
852021
Explainable artificial intelligence: a systematic review (2020)
G Vilone, L Longo
arXiv preprint arXiv:2006.00093, 2006
332006
A quantitative evaluation of global, rule-based explanations of post-hoc, model agnostic methods
G Vilone, L Longo
Frontiers in artificial intelligence 4, 717899, 2021
212021
A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence
G Vilone, L Rizzo, L Longo
Technological University Dublin, 2020
162020
A novel human-centred evaluation approach and an argument-based method for explainable artificial intelligence
G Vilone, L Longo
IFIP International Conference on Artificial Intelligence Applications and …, 2022
152022
Exposure to selected preservatives in personal care products: case study comparison of exposure models and observational biomonitoring data
L Aylward, G Vilone, C Cowan-Ellsberry, JA Arnot, JN Westgate, ...
Journal of Exposure Science & Environmental Epidemiology 30 (1), 28-41, 2020
142020
Critical and systematic evaluation of data for estimating human exposures to 2, 4-dichlorophenoxyacetic acid (2, 4-D)–quality and generalizability
JS LaKind, CJ Burns, DQ Naiman, C O’Mahony, G Vilone, AJ Burns, ...
Journal of Toxicology and Environmental Health, Part B 20 (8), 423-446, 2017
122017
Statistical method to assess usual dietary intakes in the European population
G Vilone, D Comiskey, F Heraud, C O’Mahony
Food Additives & Contaminants: Part A 31 (10), 1639-1651, 2014
112014
Impact of AI technologies on organisational learning: proposing an organisation cognition schema
PM Nimmi, G Vilone, VP Jagathyraj
Development and Learning in Organizations: An International Journal 36 (5), 7-9, 2022
102022
Compiled European food consumption database
C O'Mahony, G Vilone
EFSA Supporting Publications 10 (4), 415E, 2013
62013
A global model-agnostic XAI method for the automatic formation of an abstract argumentation framework and its objective evaluation
G Vilone, L Longo
1st International Workshop on Argumentation for eXplainable AI Co-located …, 2022
42022
Probabilistic modelling of exposure to pesticide residues in foods and tobacco
LM Gedge, I Hawryluk, MG Skelly, G Vilone
International Journal of Environment, Agriculture and Biotechnology 5 (2), 2020
32020
Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods
G Vilone, L Longo
World Conference on Explainable Artificial Intelligence, 205-232, 2023
2023
An examination of the effect of the inconsistency budget in weighted argumentation frameworks and their impact on the interpretation of deep neural networks
G Vilone, L Longo
2023
Critical and systematic evaluation of 2, 4-dichlorophenoxyacetic acid (2, 4-D) exposure data: Quality and generalizability for human assessments
J Lakind, C Burns, D Naiman, C O'Mahony, G Vilone, A Burns, J Naiman
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 254, 2017
2017
2, 4-D Human exposure data: Harmonisation of published data
G Vilone, J Lakind, C Burns, C O'Mahony
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 254, 2017
2017
A statistical method to assess usual dietary intakes in the European population (vol 31, pg 1639, 2014)
G Vilone, D Comiskey, F Heraud, C O'Mahony
FOOD ADDITIVES AND CONTAMINANTS PART A-CHEMISTRY ANALYSIS CONTROL EXPOSURE …, 2014
2014
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