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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.
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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.
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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
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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
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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
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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
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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
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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
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Morini V
,
Pollacci L
,
Rossetti G
.
Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study
. Applied Sciences. 2021;11:5390.
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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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