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M. Wachowicz
,
Ong, R.
, and
Renso, C.
,
“
Tailoring Moving Patterns to Contexts
”
, in
AGILE Conference
, Leuven, Belgium, 2013, 2013.
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S
A. Sirbu
and
Babaoglu, O.
,
“
Towards Data-Driven Autonomics in Data Centers
”
, in
IEEE International Conference on Cloud and Autonomic Computing
, 2015.
DOI
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A. Sirbu
and
Babaoglu, O.
,
“
Towards operator-less data centers through data-driven, predictive, proactive autonomics
”
,
Cluster Computing
, pp. 1–14, 2016.
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R
S. Ruggieri
and
Mesnard, F.
,
“
Typing Linear Constraints for Moding CLP() Programs
”
, in
SAS
, 2008, pp. 128-143.
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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.
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A. Rauber
,
Trasarti, R.
, and
Giannotti, F.
,
“
Transparency in Algorithmic Decision Making
”
,
ERCIM News
, 2019.
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A. Raffaetà
and
Renso, C.
,
“
Temporal Reasoning in Geographical Information Systems
”
, in
DEXA Workshop
, 2000, pp. 899-905.
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P
A. Pugnana
,
“
Topics in Selective Classification
”
, in
Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023
, 2023.
DOI
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D. Pennacchioli
,
Rossetti, G.
,
Pappalardo, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Coscia, M.
,
“
The Three Dimensions of Social Prominence
”
, in
Social Informatics - 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings
, 2013.
DOI
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O
R. Ong
,
Pinelli, F.
,
Trasarti, R.
,
Nanni, M.
,
Renso, C.
,
Rinzivillo, S.
, and
Giannotti, F.
,
“
Traffic Jams Detection Using Flock Mining
”
, in
ECML/PKDD (3)
, 2011, pp. 650-653.
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N
M. Nanni
,
Trasarti, R.
,
Furletti, B.
,
Gabrielli, L.
,
Van Der Mede, P.
,
De Bruijn, J.
,
de Romph, E.
, and
Bruil, G.
,
“
Transportation Planning Based on {GSM} Traces: {A} Case Study on Ivory Coast
”
, in
Citizen in Sensor Networks - Second International Workshop, CitiSens 2013, Barcelona, Spain, September 19, 2013, Revised Selected Papers
, 2013.
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M. Nanni
and
Pedreschi, D.
,
“
Time-focused clustering of trajectories of moving objects
”
,
J. Intell. Inf. Syst.
, vol. 27, pp. 267-289, 2006.
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M
V. Morini
,
Pollacci, L.
, and
Rossetti, G.
,
“
Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study
”
,
Applied Sciences
, vol. 11, p. 5390, 2021.
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G
R. Guidotti
and
Cintia, P.
,
“
Towards a Boosted Route Planner Using Individual Mobility Models
”
, in
Software Engineering and Formal Methods
, Springer Berlin Heidelberg, 2015, pp. 108–123.
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R. Guidotti
,
Trasarti, R.
, and
Nanni, M.
,
“
{TOSCA:} two-steps clustering algorithm for personal locations detection
”
, in
Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances in Geographic Information Systems, Bellevue, WA, USA, November 3-6, 2015
, 2015.
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R. Guidotti
,
Trasarti, R.
,
Nanni, M.
, and
Giannotti, F.
,
“
Towards user-centric data management: individual mobility analytics for collective services
”
, in
Proceedings of the 4th {ACM} {SIGSPATIAL} International Workshop on Mobile Geographic Information Systems, MobiGIS 2015, Bellevue, WA, USA, November 3-6, 2015
, 2015.
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R. Guidotti
,
Trasarti, R.
,
Nanni, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
There's A Path For Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas
”
, in
4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017)
, Tokyo, 2017.
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B. Guidi
,
Michienzi, A.
, and
Rossetti, G.
,
“
Towards the dynamic community discovery in decentralized online social networks
”
,
Journal of Grid Computing
, vol. 17, pp. 23–44, 2019.
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F. Giannotti
and
Hermenegildo, M. V.
,
“
A Technique for Recursive Invariance Detection and Selective Program Specification
”
, in
PLILP
, 1991, pp. 323-334.
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F. Giannotti
,
Manco, G.
, and
Turini, F.
,
“
Towards a Logic Query Language for Data Mining
”
, in
Database Support for Data Mining Applications
, 2004, pp. 76-94.
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F. Giannotti
,
Nanni, M.
,
Pinelli, F.
, and
Pedreschi, D.
,
“
Trajectory pattern mining
”
, in
KDD
, 2007, pp. 330-339.
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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
, and
Pinelli, F.
,
“
Trajectory pattern analysis for urban traffic
”
, in
Second International Workshop on Computational Transportation Science
, SEATTLE, USA, 2009, pp. 43-47.
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C
S. Ceri
,
Palpanas, T.
,
Valle, E. Della
,
Pedreschi, D.
,
Freytag, J. - C.
, and
Trasarti, R.
,
“
Towards mega-modeling: a walk through data analysis experiences
”
,
{SIGMOD} Record
, vol. 42, pp. 19–27, 2013.
DOI
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B
A. Brogi
,
Mancarella, P.
,
Pedreschi, D.
, and
Turini, F.
,
“
Theory Construction in Computational Logic
”
, in
ICLP Workshop on Construction of Logic Programs
, 1991, pp. 241-250.
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B. Bertolino
,
Meo, L.
,
Pedreschi, D.
, and
Turini, F.
,
The Type System of LML
. 1992, pp. 313-332.
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