Fabio Pinelli
Fabio Pinelli
Data Scientist @ Vodafone Italia
Verified email at vodafone.com
TitleCited byYear
Trajectory pattern mining
F Giannotti, M Nanni, F Pinelli, D Pedreschi
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
11182007
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
5572009
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—The International Journal on Very Large Data Bases 20 (5 …, 2011
3102011
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
1322011
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
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
1092013
Abacus: frequent pattern mining-based community discovery in multidimensional networks
M Berlingerio, F Pinelli, F Calabrese
Data Mining and Knowledge Discovery 27 (3), 294-320, 2013
902013
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
712012
Pattern-preserving k-anonymization of sequences and its application to mobility data mining
RG Pensa, A Monreale, F Pinelli, D Pedreschi
International Workshop on Privacy in Location-Based Applications PiLBA'08 …, 2008
622008
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
592006
Allaboard: Visual exploration of cellphone mobility data to optimise public transport
G Di Lorenzo, M Sbodio, F Calabrese, M Berlingerio, F Pinelli, R Nair
IEEE transactions on visualization and computer graphics 22 (2), 1036-1050, 2015
502015
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
412015
Estimation of arrival times at transit stops
EP Bouillet, F Calabrese, F Pinelli, M Sinn, JW Yoon
US Patent 9,183,741, 2015
332015
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
302013
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
252016
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
252011
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
212009
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
192015
Exploring real mobility data with M-atlas
R Trasarti, S Rinzivillo, F Pinelli, M Nanni, A Monreale, C Renso, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
192010
Space and time-dependant bus accessibility: a case study in rome
F Pinelli, A Hou, F Calabrese, M Nanni, C Zegras, C Ratti
2009 12th international IEEE conference on intelligent transportation …, 2009
192009
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
182012
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