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 | 147 | 2021 |
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 | 9 | 2023 |
Global explanations with local scoring M Setzu, R Guidotti, A Monreale, F Turini Machine Learning and Knowledge Discovery in Databases: International …, 2020 | 9 | 2020 |
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 | 3 | 2024 |
TRIPLEx: Triple Extraction for Explanation M Setzu, A Monreale, P Minervini 2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021 | 3 | 2021 |
Generative Model for Decision Trees R Guidotti, A Monreale, M Setzu, G Volpi | 2 | 2023 |
SPARQL Queries over Source Code M Setzu, M Atzori 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), 104-106, 2016 | 2 | 2016 |
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 | 1 | 2023 |
FairBelief-Assessing Harmful Beliefs in Language Models M Setzu, MM Manerba, P Minervini, D Nozza arXiv preprint arXiv:2402.17389, 2024 | | 2024 |
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 | | |