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Ruggieri, Salvatore
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1

Policy advice and best practices on bias and fairness in AI:

Alvarez, Jose M. ; Colmenarejo, Alejandra Bringas ; Elobaid, Alaa...
Ethics and Information Technology.  26 (2024)  2 - p. , 2024
Link: https://doi.org/10.1007/..
 
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2

Reason to Explain: Interactive Contrastive Explanations (RE..:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
State, Laura ; Ruggieri, Salvatore ; Turini, Franco - p. 421-437 , 2023
Link: https://doi.org/10.1007/..
 
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3

Fairness Implications of Encoding Protected Categorical Att..:

, In: Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society,
Mougan, Carlos ; Alvarez, Jose Manuel ; Ruggieri, Salvatore. - p. 454-465 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Correlation and Unintended Biases on Univariate and Multiva..:

, In: 2023 IEEE International Conference on Big Data (BigData),
Setzu, Mattia ; Ruggieri, Salvatore - p. 5382-5391 , 2023
Link: https://doi.org/10.1109/..
 
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5

Domain Adaptive Decision Trees: Implications for Accuracy a..:

, In: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency,
Alvarez, Jose M. ; Scott, Kristen M. ; Berendt, Bettina. - p. 423-433 , 2023
Link: https://dl.acm.org/doi/1..
 
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6

Causal Fairness-Guided Dataset Reweighting using Neural Net..:

, In: 2023 IEEE International Conference on Big Data (BigData),
Zhao, Xuan ; Broelemann, Klaus ; Ruggieri, Salvatore. - p. 1386-1394 , 2023
Link: https://doi.org/10.1109/..
 
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7

Counterfactual Situation Testing: Uncovering Discrimination..:

, In: Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization,
Alvarez, Jose Manuel ; Ruggieri, Salvatore - p. 1-11 , 2023
Link: https://dl.acm.org/doi/1..
 
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8

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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9

Declarative Reasoning on Explanations Using Constraint Logi..:

, In: Logics in Artificial Intelligence; Lecture Notes in Computer Science,
State, Laura ; Ruggieri, Salvatore ; Turini, Franco - p. 132-141 , 2023
Link: https://doi.org/10.1007/..
 
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10

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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11

Predicting and explaining employee turnover intention:

Lazzari, Matilde ; Alvarez, Jose M. ; Ruggieri, Salvatore
International Journal of Data Science and Analytics.  14 (2022)  3 - p. 279-292 , 2022
Link: https://doi.org/10.1007/..
 
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12

Methods and tools for causal discovery and causal inference:

Nogueira, Ana Rita ; Pugnana, Andrea ; Ruggieri, Salvatore..
WIREs Data Mining and Knowledge Discovery.  12 (2022)  2 - p. , 2022
Link: https://doi.org/10.1002/..
 
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13

Stable and actionable explanations of black-box models thro..:

Guidotti, Riccardo ; Monreale, Anna ; Ruggieri, Salvatore...
Data Mining and Knowledge Discovery.  , 2022
Link: https://doi.org/10.1007/..
 
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14

Explaining short text classification with diverse synthetic..:

Lampridis, Orestis ; State, Laura ; Guidotti, Riccardo.
Machine Learning.  112 (2022)  11 - p. 4289-4322 , 2022
Link: https://doi.org/10.1007/..
 
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15

Estimating the Total Volume of Queries to a Search Engine:

Lillo, Fabrizio ; Ruggieri, Salvatore
IEEE Transactions on Knowledge and Data Engineering.  34 (2022)  11 - p. 5351-5363 , 2022
Link: https://doi.org/10.1109/..
 
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