Artículos con órdenes de acceso público - Fosca GiannottiMás información
No disponibles en ningún lugar: 9
Trustworthy ai
R Chatila, V Dignum, M Fisher, F Giannotti, K Morik, S Russell, K Yeung
Reflections on artificial intelligence for humanity, 13-39, 2021
Órdenes: German Research Foundation, Knut and Alice Wallenberg Foundation, European …
Principles of explainable artificial intelligence
R Guidotti, A Monreale, D Pedreschi, F Giannotti
Explainable AI Within the Digital Transformation and Cyber Physical Systems …, 2021
Órdenes: European Commission
Evaluating the privacy exposure of interpretable global explainers
F Naretto, A Monreale, F Giannotti
2022 IEEE 4th International Conference on Cognitive Machine Intelligence …, 2022
Órdenes: European Commission
Mobility, data mining and privacy the experience of the geopkdd project
F Giannotti, D Pedreschi, F Turini
International Workshop on Privacy, Security, and Trust in KDD, 25-32, 2008
Órdenes: Fraunhofer-Gesellschaft
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
Órdenes: 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
Órdenes: European Commission
Explainable for Trustworthy AI
F Giannotti, F Naretto, F Bodria
ECCAI Advanced Course on Artificial Intelligence, 175-195, 2021
Órdenes: 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
Órdenes: 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
Órdenes: European Commission
Disponibles en algún lugar: 86
A survey of methods for explaining black box models
R Guidotti, A Monreale, S Ruggieri, F Turini, F Giannotti, D Pedreschi
ACM computing surveys (CSUR) 51 (5), 1-42, 2018
Órdenes: European Commission
Returners and explorers dichotomy in human mobility
L Pappalardo, F Simini, S Rinzivillo, D Pedreschi, F Giannotti, ...
Nature communications 6 (1), 8166, 2015
Órdenes: European Commission
Factual and counterfactual explanations for black box decision making
R Guidotti, A Monreale, F Giannotti, D Pedreschi, S Ruggieri, F Turini
IEEE Intelligent Systems 34 (6), 14-23, 2019
Órdenes: European Commission
Benchmarking and survey of explanation methods for black box models
F Bodria, F Giannotti, R Guidotti, F Naretto, D Pedreschi, S Rinzivillo
Data Mining and Knowledge Discovery 37 (5), 1719-1778, 2023
Órdenes: European Commission
Meaningful explanations of black box AI decision systems
D Pedreschi, F Giannotti, R Guidotti, A Monreale, S Ruggieri, F Turini
Proceedings of the AAAI conference on artificial intelligence 33 (01), 9780-9784, 2019
Órdenes: European Commission
Movement data anonymity through generalization.
A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ...
Trans. Data Priv. 3 (2), 91-121, 2010
Órdenes: German Research Foundation
A public data set of spatio-temporal match events in soccer competitions
L Pappalardo, P Cintia, A Rossi, E Massucco, P Ferragina, D Pedreschi, ...
Scientific data 6 (1), 236, 2019
Órdenes: European Commission
PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach
L Pappalardo, P Cintia, P Ferragina, E Massucco, D Pedreschi, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (5), 1-27, 2019
Órdenes: European Commission
Tiles: an online algorithm for community discovery in dynamic social networks
G Rossetti, L Pappalardo, D Pedreschi, F Giannotti
Machine Learning 106, 1213-1241, 2017
Órdenes: European Commission
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 294, 103457, 2021
Órdenes: European Commission
Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence model
A Sîrbu, D Pedreschi, F Giannotti, J Kertész
PloS one 14 (3), e0213246, 2019
Órdenes: European Commission
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