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G
R. Guidotti
and
Ruggieri, S.
,
“
Assessing the Stability of Interpretable Models
”
,
arXiv preprint arXiv:1810.09352
, 2018.
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R. Guidotti
and
Rossetti, G.
,
“
“Know Thyself” How Personal Music Tastes Shape the Last.Fm Online Social Network
”
, in
Formal Methods. FM 2019 International Workshops
, Cham, 2020.
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R. Guidotti
,
Soldani, J.
,
Neri, D.
, and
Brogi, A.
,
“
Explaining successful docker images using pattern mining analysis
”
, in
Federation of International Conferences on Software Technologies: Applications and Foundations
, 2018.
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R. Guidotti
,
Monreale, A.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Retrieving Points of Interest from Human Systematic Movements
”
, in
Software Engineering and Formal Methods
, Springer International Publishing, 2014, pp. 294–308.
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H
S. Hajian
,
Monreale, A.
,
Pedreschi, D.
,
Domingo-Ferrer, J.
, and
Giannotti, F.
,
“
Fair pattern discovery
”
, in
Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014
, 2014, pp. 113–120.
DOI
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S. Hajian
,
Monreale, A.
,
Pedreschi, D.
,
Domingo-Ferrer, J.
, and
Giannotti, F.
,
“
Injecting Discrimination and Privacy Awareness Into Pattern Discovery
”
, in
12th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, Brussels, Belgium, December 10, 2012
, 2012, pp. 360–369.
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S. Hajian
,
Domingo-Ferrer, J.
,
Monreale, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Discrimination- and privacy-aware patterns
”
,
Data Min. Knowl. Discov.
, vol. 29, pp. 1733–1782, 2015.
DOI
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H. Hosni
,
Masserotti, M. V.
, and
Renso, C.
,
“
Maximum Entropy Reasoning for GIS
”
, 2006.
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J
D. Janssens
,
Giannotti, F.
,
Nanni, M.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
Data Science for Simulating the Era of Electric Vehicles
”
,
KI - Künstliche Intelligenz
, 2012.
DOI
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S. Marina Joseph
,
Citraro, S.
,
Morini, V.
,
Rossetti, G.
, and
Stella, M.
,
“
Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities
”
,
arXiv preprint arXiv:2110.15269
, 2021.
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K
J. Kim
,
Sirbu, A.
,
Giannotti, F.
, and
Gabrielli, L.
,
“
Digital Footprints of International Migration on Twitter
”
, in
International Symposium on Intelligent Data Analysis
, 2020.
DOI
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S. Kisilevich
,
Mansmann, F.
,
Nanni, M.
, and
Rinzivillo, S.
,
“
Spatio-temporal clustering
”
, in
Data Mining and Knowledge Discovery Handbook
, 2010, pp. 855-874.
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A. Knott
,
Pedreschi, D.
,
Chatila, R.
,
Chakraborti, T.
,
Leavy, S.
,
Baeza-Yates, R.
,
Eyers, D.
,
Trotman, A.
,
Teal, P. D.
,
Biecek, P.
,
Russell, S.
, and
Bengio, Y.
,
“
Generative AI models should include detection mechanisms as a condition for public releaseAbstract
”
,
Ethics and Information Technology
, vol. 25, 2023.
DOI
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L. Kotthoff
,
Nanni, M.
,
Guidotti, R.
, and
O'Sullivan, B.
,
“
Find Your Way Back: Mobility Profile Mining with Constraints
”
, in
Principles and Practice of Constraint Programming
, Cork, 2015.
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L
O. Lampridis
,
Guidotti, R.
, and
Ruggieri, S.
,
“
Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars
”
, in
Discovery Science
, Cham, 2020.
DOI
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L. Leone
,
Marchitiello, M.
,
Natilli, M.
, and
Romano, M. Francesca
,
“
Measuring the effectiveness of homeopathic care through objective and shared indicators
”
,
Homeopathy
, vol. 100, pp. 212–219, 2011.
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F. Lillo
and
Ruggieri, S.
,
“
Estimating the Total Volume of Queries to a Search Engine
”
,
IEEE Transactions on Knowledge and Data Engineering
, pp. 1-1, 2021.
DOI
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V. M. de Lira
,
Times, V. C.
,
Renso, C.
, and
Rinzivillo, S.
,
“
ComeWithMe: An Activity-Oriented Carpooling Approach
”
, in
2015 {IEEE} 18th International Conference on Intelligent Transportation Systems
, 2015.
DOI
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V. M. de Lira
,
Rinzivillo, S.
,
Renso, C.
,
Times, V. C.
, and
Tedesco, P. {\'ı}ciaC. A. R.
,
“
Investigating semantic regularity of human mobility lifestyle
”
, in
18th International Database Engineering {&} Applications Symposium, {IDEAS} 2014, Porto, Portugal, July 7-9, 2014
, Porto, Portugal, 2014, pp. 314–317.
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V. M. de Lira
,
Rinzivillo, S.
,
Times, V. C.
, and
Renso, C.
,
“
{MAPMOLTY:} {A} Web Tool for Discovering Place Loyalty Based on Mobile Crowdsource Data
”
, in
Web Engineering, 14th International Conference, {ICWE} 2014, Toulouse, France, July 1-4, 2014. Proceedings
, 2014, pp. 528–531.
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V. Lorenzoni
,
Triulzi, I.
,
Martinucci, I.
,
Toncelli, L.
,
Natilli, M.
,
Barale, R.
, and
Turchetti, G.
,
“
Understanding eating choices among university students: A study using data from cafeteria cashiers’ transactions
”
,
Health Policy
, vol. 125, pp. 665–673, 2021.
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C. Lucchese
,
Bonchi, F.
,
Giannotti, F.
,
Orlando, S.
,
Perego, R.
, and
Trasarti, R.
,
“
On Interactive Pattern Mining from Relational Databases
”
, in
SEBD
, 2006, pp. 329-338.
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A. Lulli
,
Gabrielli, L.
,
Dazzi, P.
,
Dell'Amico, M.
,
Michiardi, P.
,
Nanni, M.
, and
Ricci, L.
,
“
Scalable and flexible clustering solutions for mobile phone-based population indicators
”
,
I. J. Data Science and Analytics
, vol. 4, pp. 285–299, 2017.
DOI
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B. Thanh Luong
,
Ruggieri, S.
, and
Turini, F.
,
“
Classification Rule Mining Supported by Ontology for Discrimination Discovery
”
, in
Data Mining Workshops (ICDMW), 2016 IEEE 16th International Conference on
, 2016.
DOI
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M
M. Magnani
,
Monreale, A.
,
Rossetti, G.
, and
Giannotti, F.
,
“
On multidimensional network measures
”
, in
SEDB 2013
, 2013.
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