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Fosca Giannotti
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Journal Article
G. Rossetti
,
Guidotti, R.
,
Miliou, I.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks
”
,
Social Network Analysis and Mining
, vol. 6, p. 86, 2016.
DOI
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R. Guidotti
,
Monreale, A.
,
Ruggieri, S.
,
Turini, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
A survey of methods for explaining black box models
”
,
ACM computing surveys (CSUR)
, vol. 51, p. 93, 2018.
DOI
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F. Giannotti
,
Matteucci, A.
,
Pedreschi, D.
, and
Turini, F.
,
“
Symbolic Evaluation with Structural Recursive Symbolic Constants
”
,
Sci. Comput. Program.
, vol. 9, pp. 161-177, 1987.
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V. Ambriola
,
Giannotti, F.
,
Pedreschi, D.
, and
Turini, F.
,
“
Symbolic Semantics and Program Reduction
”
,
IEEE Trans. Software Eng.
, vol. 11, pp. 784-794, 1985.
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G. Rossetti
,
Pappalardo, L.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Tiles: an online algorithm for community discovery in dynamic social networks
”
,
Machine Learning
, vol. 106, pp. 1213–1241, 2017.
DOI
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A. Rauber
,
Trasarti, R.
, and
Giannotti, F.
,
“
Transparency in Algorithmic Decision Making
”
,
ERCIM News
, 2019.
Google Scholar
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M. Coscia
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Uncovering Hierarchical and Overlapping Communities with a Local-First Approach
”
,
{TKDD}
, vol. 9, p. 6, 2014.
DOI
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L. Pappalardo
,
Rinzivillo, S.
,
Qu, Z.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
{Understanding the patterns of car travel}
”
,
The European Physical Journal Special Topics
, vol. 215, pp. 61–73, 2013.
DOI
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R. Guidotti
,
Monreale, A.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Unveiling mobility complexity through complex network analysis
”
,
Social Network Analysis and Mining
, vol. 6, p. 59, 2016.
DOI
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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
,
Pinelli, F.
,
Renso, C.
,
Rinzivillo, S.
, and
Trasarti, R.
,
“
Unveiling the complexity of human mobility by querying and mining massive trajectory data
”
,
VLDB J.
, vol. 20, pp. 695-719, 2011.
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S. Rinzivillo
,
Pedreschi, D.
,
Nanni, M.
,
Giannotti, F.
,
Andrienko, N.
, and
Andrienko, G.
,
“
Visually driven analysis of movement data by progressive clustering
”
,
Information Visualization
, vol. 7, pp. 225-239, 2008.
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F. Bonchi
,
Giannotti, F.
,
Gozzi, C.
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Ruggieri, S.
,
“
Web log data warehousing and mining for intelligent web caching
”
,
Data Knowl. Eng.
, vol. 39, pp. 165-189, 2001.
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F. Bonchi
,
Giannotti, F.
,
Gozzi, C.
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Ruggieri, S.
,
“
Web log data warehousing and mining for intelligent web caching
”
,
Data Knowl. Eng.
, vol. 39, pp. 165-189, 2001.
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F. Bonchi
,
Giannotti, F.
,
Gozzi, C.
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Ruggieri, S.
,
“
Web Log Data Warehousing and Mining for Intelligent Web Caching
”
,
Data and Knowledge Engineering
, 2001.
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Report
B. Furletti
,
Trasarti, R.
,
Gabrielli, L.
,
Rinzivillo, S.
,
Pappalardo, L.
, and
Giannotti, F.
,
“
Analisi di Mobilita' con dati eterogenei
”
, ISTI - CNR, Pisa, 2012.
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R. Guidotti
,
Monreale, A.
,
Ruggieri, S.
,
Pedreschi, D.
,
Turini, F.
, and
Giannotti, F.
,
“
Local Rule-Based Explanations of Black Box Decision Systems
”
, 2018.
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D. Pedreschi
,
Giannotti, F.
,
Guidotti, R.
,
Monreale, A.
,
Pappalardo, L.
,
Ruggieri, S.
, and
Turini, F.
,
“
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
”
, 2018.
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