Articles with public access mandates - Riccardo GuidottiLearn more
Not available anywhere: 22
Principles of explainable artificial intelligence
R Guidotti, A Monreale, D Pedreschi, F Giannotti
Explainable AI Within the Digital Transformation and Cyber Physical Systems …, 2021
Mandates: European Commission
Data-agnostic local neighborhood generation
R Guidotti, A Monreale
2020 IEEE International Conference on Data Mining (ICDM), 1040-1045, 2020
Mandates: European Commission
Global explanations with local scoring
M Setzu, R Guidotti, A Monreale, F Turini
Machine Learning and Knowledge Discovery in Databases: International …, 2020
Mandates: European Commission
Explaining siamese networks in few-shot learning for audio data
A Fedele, R Guidotti, D Pedreschi
International Conference on Discovery Science, 509-524, 2022
Mandates: European Commission
Investigating debiasing effects on classification and explainability
M Marchiori Manerba, R Guidotti
Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 468-478, 2022
Mandates: Austrian Science Fund, UK Engineering and Physical Sciences Research Council …
Fairshades: Fairness auditing via explainability in abusive language detection systems
MM Manerba, R Guidotti
2021 IEEE Third International Conference on Cognitive Machine Intelligence …, 2021
Mandates: European Commission
Uncovering student temporal learning patterns
D Rotelli, A Monreale, R Guidotti
European Conference on Technology Enhanced Learning, 340-353, 2022
Mandates: European Commission
Explaining Black-Boxes in Federated Learning
L Corbucci, R Guidotti, A Monreale
World Conference on Explainable Artificial Intelligence, 151-163, 2023
Mandates: European Commission
Deriving a single interpretable model by merging tree-based classifiers
V Bonsignori, R Guidotti, A Monreale
Discovery Science: 24th International Conference, DS 2021, Halifax, NS …, 2021
Mandates: European Commission
Interpretable latent space to enable counterfactual explanations
F Bodria, R Guidotti, F Giannotti, D Pedreschi
International Conference on Discovery Science, 525-540, 2022
Mandates: European Commission
Effect of different encodings and distance functions on quantum instance-based classifiers
A Berti, A Bernasconi, GM Del Corso, R Guidotti
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 96-108, 2022
Mandates: Government of Italy
Transparent latent space counterfactual explanations for tabular data
F Bodria, R Guidotti, F Giannotti, D Pedreschi
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
Mandates: European Commission
GenFair: A genetic fairness-enhancing data generation framework
F Mazzoni, MM Manerba, M Cinquini, R Guidotti, S Ruggieri
International Conference on Discovery Science, 356-371, 2023
Mandates: European Commission
Handling missing values in local post-hoc explainability
M Cinquini, F Giannotti, R Guidotti, A Mattei
World Conference on Explainable Artificial Intelligence, 256-278, 2023
Mandates: European Commission
Interpretable next basket prediction boosted with representative recipes
R Guidotti, S Viotto
2020 IEEE second international conference on cognitive machine intelligence …, 2020
Mandates: European Commission
Data-Agnostic Pivotal Instances Selection for Decision-Making Models
A Cascione, M Setzu, R Guidotti
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024
Mandates: European Commission
Causality-Aware Local Interpretable Model-Agnostic Explanations
M Cinquini, R Guidotti
World Conference on Explainable Artificial Intelligence, 108-124, 2024
Mandates: European Commission
FLocalX-Local to Global Fuzzy Explanations for Black Box Classifiers
G Fernandez, R Guidotti, F Giannotti, M Setzu, JA Aledo, JA Gámez, ...
International Symposium on Intelligent Data Analysis, 197-209, 2024
Mandates: European Commission
A Frank System for Co-Evolutionary Hybrid Decision-Making
F Mazzoni, R Guidotti, A Malizia
International Symposium on Intelligent Data Analysis, 236-248, 2024
Mandates: European Commission
Interpretable Data Partitioning Through Tree-Based Clustering Methods
R Guidotti, C Landi, A Beretta, D Fadda, M Nanni
International Conference on Discovery Science, 492-507, 2023
Mandates: European Commission
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