E-LIB Suche - Ergebnisse für: Giannotti, Fosca

1

Advancing Dermatological Diagnostics: Interpretable AI for ..:

Metta, Carlo ; Beretta, Andrea ; Guidotti, Riccardo...
Diagnostics. 14 (2024) 7 - p. 753 , 2024

Link: https://doi.org/10.3390/..

2

Towards Transparent Healthcare: Advancing Local Explanation..:

Metta, Carlo ; Beretta, Andrea ; Pellungrini, Roberto..
Bioengineering. 11 (2024) 4 - p. 369 , 2024

Link: https://doi.org/10.3390/..

3

FLocalX - Local to Global Fuzzy Explanations for Black Box ..:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XXII,

Fernandez, Guillermo ; Guidotti, Riccardo ; Giannotti, Fosca... - p. 197-209 , 2024

Link: https://doi.org/10.1007/..

4

A Survey on Graph Counterfactual Explanations: Definitions,..:

Prado-Romero, Mario Alfonso ; Prenkaj, Bardh ; Stilo, Giovanni.
ACM Computing Surveys. 56 (2024) 7 - p. 1-37 , 2024

Link: https://doi.org/10.1145/..

5

Explaining Socio-Demographic and Behavioral Patterns of Vac..:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,

Punzi, Clara ; Maslennikova, Aleksandra ; Gezici, Gizem.. - p. 621-635 , 2023

Link: https://doi.org/10.1007/..

6

Improving trust and confidence in medical skin lesion diagn..:

Metta, Carlo ; Beretta, Andrea ; Guidotti, Riccardo...
International Journal of Data Science and Analytics. , 2023

Link: https://doi.org/10.1007/..

7

Understanding Any Time Series Classifier with a Subsequence..:

Spinnato, Francesco ; Guidotti, Riccardo ; Monreale, Anna...
ACM Transactions on Knowledge Discovery from Data. , 2023

Link: https://doi.org/10.1145/..

8

Dense Hebbian neural networks: A replica symmetric picture ..:

Agliari, Elena ; Albanese, Linda ; Alemanno, Francesco...
Physica A: Statistical Mechanics and its Applications. 627 (2023) - p. 129143 , 2023

Link: https://doi.org/10.1016/..

9

Explainable for Trustworthy AI:

, In: Human-Centered Artificial Intelligence; Lecture Notes in Computer Science,

Giannotti, Fosca ; Naretto, Francesca ; Bodria, Francesco - p. 175-195 , 2023

Link: https://doi.org/10.1007/..

10

Dense Hebbian neural networks: A replica symmetric picture ..:

Agliari, Elena ; Albanese, Linda ; Alemanno, Francesco...
Physica A: Statistical Mechanics and its Applications. 626 (2023) - p. 129076 , 2023

Link: https://doi.org/10.1016/..

11

Co-design of Human-centered, Explainable AI for Clinical De..:

Panigutti, Cecilia ; Beretta, Andrea ; Fadda, Daniele...
ACM Transactions on Interactive Intelligent Systems. 13 (2023) 4 - p. 1-35 , 2023

Link: https://doi.org/10.1145/..

12

Handling Missing Values in Local Post-hoc Explainability:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,

Cinquini, Martina ; Giannotti, Fosca ; Guidotti, Riccardo. - p. 256-278 , 2023

Link: https://doi.org/10.1007/..

13

Benchmarking and survey of explanation methods for black bo..:

Bodria, Francesco ; Giannotti, Fosca ; Guidotti, Riccardo...
Data Mining and Knowledge Discovery. 37 (2023) 5 - p. 1719-1778 , 2023

Link: https://doi.org/10.1007/..

14

Ethics in smart information systems:

, In: Ethical Evidence and Policymaking,

Pratesi, Francesca ; Trasarti, Roberto ; Giannotti, Fosca - p. 162-184 , 2022

Link: https://doi.org/10.51952..

15

Transparent Latent Space Counterfactual Explanations for Ta..:

, In: 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA),

Bodria, Francesco ; Guidotti, Riccardo ; Giannotti, Fosca. - p. 1-10 , 2022

Link: https://doi.org/10.1109/..