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Guidotti, Riccardo
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1

Explainable Artificial Intelligence (XAI) 2.0: A manifesto ..:

Longo, Luca ; Brcic, Mario ; Cabitza, Federico...
Information Fusion.  106 (2024)  - p. 102301 , 2024
Link: https://doi.org/10.1016/..
 
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2

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/..
 
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3

Drifting explanations in continual learning:

Cossu, Andrea ; Spinnato, Francesco ; Guidotti, Riccardo.
Neurocomputing.  597 (2024)  - p. 127960 , 2024
Link: https://doi.org/10.1016/..
 
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4

A Frank System for Co-Evolutionary Hybrid Decision-Making:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XXII,
Mazzoni, Federico ; Guidotti, Riccardo ; Malizia, Alessio - p. 236-248 , 2024
Link: https://doi.org/10.1007/..
 
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5

Quantum clustering with k-Means: A hybrid approach:

Poggiali, Alessandro ; Berti, Alessandro ; Bernasconi, Anna..
Theoretical Computer Science.  992 (2024)  - p. 114466 , 2024
Link: https://doi.org/10.1016/..
 
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6

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/..
 
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7

Explaining Siamese networks in few-shot learning:

Fedele, Andrea ; Guidotti, Riccardo ; Pedreschi, Dino
Machine Learning.  , 2024
Link: https://doi.org/10.1007/..
 
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8

The Trajectory Interval Forest Classifier for Trajectory Cl..:

, In: Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems,
Landi, Cristiano ; Guidotti, Riccardo ; Nanni, Mirco. - p. 1-4 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

Applied Data Science for Leasing Score Prediction:

, In: 2023 IEEE International Conference on Big Data (BigData),
Cianci, Giuseppe ; Goglia, Roberto ; Guidotti, Riccardo... - p. 1687-1696 , 2023
Link: https://doi.org/10.1109/..
 
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10

Explainable Artificial Intelligence (XAI): What we know and..:

Ali, Sajid ; Abuhmed, Tamer ; El-Sappagh, Shaker...
Information Fusion.  99 (2023)  - p. 101805 , 2023
Link: https://doi.org/10.1016/..
 
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11

Explaining Black-Boxes in Federated Learning:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
Corbucci, Luca ; Guidotti, Riccardo ; Monreale, Anna - p. 151-163 , 2023
Link: https://doi.org/10.1007/..
 
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12

Text to Time Series Representations: Towards Interpretable ..:

, In: Discovery Science; Lecture Notes in Computer Science,
Poggioli, Mattia ; Spinnato, Francesco ; Guidotti, Riccardo - p. 230-245 , 2023
Link: https://doi.org/10.1007/..
 
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13

Solving imbalanced learning with outlier detection and feat..:

Lusito, Salvatore ; Pugnana, Andrea ; Guidotti, Riccardo
Machine Learning.  , 2023
Link: https://doi.org/10.1007/..
 
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14

Interpretable Data Partitioning Through Tree-Based Clusteri..:

, In: Discovery Science; Lecture Notes in Computer Science,
Guidotti, Riccardo ; Landi, Cristiano ; Beretta, Andrea.. - p. 492-507 , 2023
Link: https://doi.org/10.1007/..
 
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15

GenFair: A Genetic Fairness-Enhancing Data Generation Frame..:

, In: Discovery Science; Lecture Notes in Computer Science,
Mazzoni, Federico ; Manerba, Marta Marchiori ; Cinquini, Martina.. - p. 356-371 , 2023
Link: https://doi.org/10.1007/..
 
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