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Mattia Setzu
Mattia Setzu
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Title
Cited by
Cited by
Year
GLocalX-From Local to Global Explanations of Black Box AI Models
M Setzu, R Guidotti, A Monreale, F Turini, D Pedreschi, F Giannotti
Artificial Intelligence, 103457, 2021
1192021
Global explanations with local scoring
M Setzu, R Guidotti, A Monreale, F Turini
Machine Learning and Knowledge Discovery in Databases: International …, 2020
82020
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis
NI Tripto, A Uchendu, T Le, M Setzu, F Giannotti, D Lee
arXiv preprint arXiv:2310.16746, 2023
42023
TRIPLEx: Triple Extraction for Explanation
M Setzu, A Monreale, P Minervini
2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021
22021
SPARQL Queries over Source Code
M Setzu, M Atzori
2016 IEEE Tenth International Conference on Semantic Computing (ICSC), 104-106, 2016
22016
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective
M Setzu, S Corbara, A Monreale, A Moreo, F Sebastiani
arXiv preprint arXiv:2311.02237, 2023
12023
FairBelief-Assessing Harmful Beliefs in Language Models
M Setzu, MM Manerba, P Minervini, D Nozza
arXiv preprint arXiv:2402.17389, 2024
2024
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems
C Punzi, R Pellungrini, M Setzu, F Giannotti, D Pedreschi
arXiv preprint arXiv:2402.06287, 2024
2024
Generative Model for Decision Trees
R Guidotti, A Monreale, M Setzu, G Volpi
2023
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees
M Setzu, S Ruggieri
2023 IEEE International Conference on Big Data (BigData), 5382-5391, 2023
2023
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis
N Irtiza Tripto, A Uchendu, T Le, M Setzu, F Giannotti, D Lee
arXiv e-prints, arXiv: 2310.16746, 2023
2023
Trustworthy AI at KDD Lab
F Giannotti, R Guidotti, A Monreale, L Pappalardo, D Pedreschi, ...
2023
Opening the Black Box: Empowering Machine Learning Models with Explanations
M SETZU
2022
Building global interpretable classifiers via local explanations
M SETZU
2018
CogMI 2022
K Aberer, ML Shyu, R Aygun, K Chen, KT Chuang, H Dhrif, R Guidotti, ...
Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems
C Punzi, M Setzu, R Pellungrini, F Giannotti, D Pedreschi
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Articles 1–16