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2022

Bodria F. Explaining Black Box with visual exploration of Latent Space. In: Rinzivillo S, Fadda D, Guidotti R, Giannotti F, Pedreschi D. EuroVis. 2022.
Pansanella V, Rossetti G, Milli L. From Mean-Field to Complex Topologies: Network Effects on the Algorithmic Bias Model. In Complex Networks & Their Applications X. 2022.

2021

Mariani G, Monreale A, Naretto F. Privacy Risk Assessment of Individual Psychometric Profiles. In: Soares C, Torgo L. Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings [Internet]. Springer; 2021. https://doi.org/10.1007/978-3-030-88942-5_32
Fontana M, Naretto F, Monreale A. A new approach for cross-silo federated learning and its privacy risks. In 18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021 [Internet]. IEEE; 2021. https://doi.org/10.1109/PST52912.2021.9647753
Pappalardo L, Rossi A, Natilli M, Cintia P. Explaining the difference between men’s and women’s football. Constantinou AC. PLOS ONE [Internet]. 2021;16:e0255407. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0255407
Bodria F, Giannotti F, Guidotti R, Naretto F, Pedreschi D, Rinzivillo S. Benchmarking and Survey of Explanation Methods for Black Box Models. CoRR [Internet]. 2021;abs/2102.13076. https://arxiv.org/abs/2102.13076
Nanni M, Andrienko G, Barabasi A-L, Boldrini C, Bonchi F, Cattuto C, et al.. Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. [Internet]. 2021;. https://link.springer.com/article/10.1007/s10676-020-09572-w
Setzu M, Guidotti R, Monreale A, Turini F, Pedreschi D, Giannotti F. GLocalX - From Local to Global Explanations of Black Box AI Models. [Internet]. 2021;294:103457. https://www.sciencedirect.com/science/article/pii/S0004370221000084
Morini V, Pollacci L, Rossetti G. Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study. Applied Sciences. 2021;11:5390.
Lillo F, Ruggieri S. Estimating the Total Volume of Queries to a Search Engine. IEEE Transactions on Knowledge and Data Engineering [Internet]. 2021;:1-1. https://ieeexplore.ieee.org/abstract/document/9336245

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