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Fabio Pinelli
Fabio Pinelli
Associate Professor, IMT Lucca
Adresse e-mail validée de imtlucca.it - Page d'accueil
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Année
Trajectory pattern mining
F Giannotti, M Nanni, F Pinelli, D Pedreschi
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
14392007
Wherenext: a location predictor on trajectory pattern mining
A Monreale, F Pinelli, R Trasarti, F Giannotti
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
7912009
Unveiling the complexity of human mobility by querying and mining massive trajectory data
F Giannotti, M Nanni, D Pedreschi, F Pinelli, C Renso, S Rinzivillo, ...
The VLDB Journal 20, 695-719, 2011
4102011
AllAboard: a system for exploring urban mobility and optimizing public transport using cellphone data
M Berlingerio, F Calabrese, G Di Lorenzo, R Nair, F Pinelli, ML Sbodio
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013
1952013
Mining mobility user profiles for car pooling
R Trasarti, F Pinelli, M Nanni, F Giannotti
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1772011
ABACUS: frequent pAttern mining-BAsed Community discovery in mUltidimensional networkS
M Berlingerio, F Pinelli, F Calabrese
Data Mining and Knowledge Discovery 27, 294-320, 2013
1662013
Cityride: a predictive bike sharing journey advisor
JW Yoon, F Pinelli, F Calabrese
2012 IEEE 13th international conference on mobile data management, 306-311, 2012
1592012
Allaboard: Visual exploration of cellphone mobility data to optimise public transport
G Di Lorenzo, ML Sbodio, F Calabrese, M Berlingerio, R Nair, F Pinelli
Proceedings of the 19th international conference on Intelligent User …, 2014
1112014
Pattern-preserving k-anonymization of sequences and its application to mobility data mining
RG Pensa, A Monreale, F Pinelli, D Pedreschi
CEUR Workshop Proceedings 397, 44-60, 2008
852008
Mining sequences with temporal annotations
F Giannotti, M Nanni, D Pedreschi, F Pinelli
Proceedings of the 2006 ACM symposium on Applied computing, 593-597, 2006
772006
Inferring unusual crowd events from mobile phone call detail records
Y Dong, F Pinelli, Y Gkoufas, Z Nabi, F Calabrese, NV Chawla
Joint European conference on machine learning and knowledge discovery in …, 2015
732015
Data-driven transit network design from mobile phone trajectories
F Pinelli, R Nair, F Calabrese, M Berlingerio, G Di Lorenzo, ML Sbodio
IEEE Transactions on Intelligent Transportation Systems 17 (6), 1724-1733, 2016
672016
Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots
B Chen, F Pinelli, M Sinn, A Botea, F Calabrese
Intelligent Transportation Systems-(ITSC), 2013 16th International IEEE …, 2013
622013
Estimation of arrival times at transit stops
EP Bouillet, F Calabrese, F Pinelli, M Sinn, JW Yoon
US Patent 9,183,741, 2015
572015
Towards real-time customer experience prediction for telecommunication operators
E Diaz-Aviles, F Pinelli, K Lynch, Z Nabi, Y Gkoufas, E Bouillet, ...
2015 IEEE International Conference on Big Data (Big Data), 1063-1072, 2015
472015
Traffic jams detection using flock mining
R Ong, F Pinelli, R Trasarti, M Nanni, C Renso, S Rinzivillo, F Giannotti
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
362011
Anonymity preserving sequential pattern mining
A Monreale, D Pedreschi, RG Pensa, F Pinelli
Artificial intelligence and law 22, 141-173, 2014
282014
Missed connections: quantifying and optimizing multi-modal interconnectivity in cities
C Coffey, R Nair, F Pinelli, A Pozdnoukhov, F Calabrese
Proceedings of the 5th ACM SIGSPATIAL International Workshop on …, 2012
282012
Turning federated learning systems into covert channels
G Costa, F Pinelli, S Soderi, G Tolomei
IEEE Access 10, 130642-130656, 2022
26*2022
Temporal mining for interactive workflow data analysis
M Berlingerio, F Pinelli, M Nanni, F Giannotti
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
252009
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