Fabio Pinelli

According to our database, Fabio Pinelli authored at least 44 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evaluating Trustworthiness of Online News Publishers via Article Classification.

John Bianchi, Manuel Pratelli, Marinella Petrocchi, Fabio Pinelli

CoRR, 2024

2023

Sharpening Ponzi Schemes Detection on Ethereum with Machine Learning.

Letterio Galletta, Fabio Pinelli

CoRR, 2023

Semantic Enrichment of Mobility Data: A Comprehensive Methodology and the MAT-BUILDER System.

Francesco Lettich, Chiara Pugliese, Chiara Renso, Fabio Pinelli

IEEE Access, 2023

FLIRT: Federated Learning for Information Retrieval.

Fabio Pinelli, Gabriele Tolomei, Giovanni Trappolini

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A general methodology for building multiple aspect trajectories.

Francesco Lettich, Chiara Pugliese, Chiara Renso, Fabio Pinelli

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Summarizing Trajectories Using Semantically Enriched Geographical Context.

Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022

Editorial: Human-Interpretable Machine Learning.

Gabriele Tolomei, Fabio Pinelli, Fabrizio Silvestri

Frontiers Big Data, 2022

MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction.

Gabriele Tolomei, Lorenzo Takanen, Fabio Pinelli

CoRR, 2022

Turning Federated Learning Systems Into Covert Channels.

Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei

IEEE Access, 2022

MAT-Builder: a System to Build Semantically Enriched Trajectories.

Chiara Pugliese, Francesco Lettich, Chiara Renso, Fabio Pinelli

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

2021

Covert Channel Attack to Federated Learning Systems.

Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei

CoRR, 2021

2016

AllAboard: Visual Exploration of Cellphone Mobility Data to Optimise Public Transport.

Giusy Di Lorenzo, Marco Luca Sbodio, Francesco Calabrese, Michele Berlingerio, Fabio Pinelli, Rahul Nair

IEEE Trans. Vis. Comput. Graph., 2016

Data-Driven Transit Network Design From Mobile Phone Trajectories.

Fabio Pinelli, Rahul Nair, Francesco Calabrese, Michele Berlingerio, Giusy Di Lorenzo, Marco Luca Sbodio

IEEE Trans. Intell. Transp. Syst., 2016

2015

A Methodology for Denoising and Generating Bus Infrastructure Data.

Fabio Pinelli, Francesco Calabrese, Eric Bouillet

IEEE Trans. Intell. Transp. Syst., 2015

Inferring Unusual Crowd Events from Mobile Phone Call Detail Records.

Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubair Nabi, Francesco Calabrese, Nitesh V. Chawla

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Comparing Urban Sensing Applications Using Event and Network-Driven Mobile Phone Location Data.

Fabio Pinelli, Giusy Di Lorenzo, Francesco Calabrese

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Towards real-time customer experience prediction for telecommunication operators.

Ernesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Predicting User Engagement in Twitter with Collaborative Ranking.

Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli, Stefano Braghin, Yiannis Gkoufas, Michele Berlingerio, Francesco Calabrese

CoRR, 2014

Anonymity preserving sequential pattern mining.

Anna Monreale, Dino Pedreschi, Ruggero G. Pensa, Fabio Pinelli

Artif. Intell. Law, 2014

2013

ABACUS: frequent pAttern mining-BAsed Community discovery in mUltidimensional networkS.

Michele Berlingerio, Fabio Pinelli, Francesco Calabrese

Data Min. Knowl. Discov., 2013

ABACUS: Apriori-BAsed Community discovery in mUltidimensional networkS

Michele Berlingerio, Fabio Pinelli, Francesco Calabrese

CoRR, 2013

AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data.

Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Rahul Nair, Fabio Pinelli, Marco Luca Sbodio

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Robust bus-stop identification and denoising methodology.

Fabio Pinelli, Francesco Calabrese, Eric P. Bouillet

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots.

Bei Chen, Fabio Pinelli, Mathieu Sinn, Adi Botea, Francesco Calabrese

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

2012

Individual Mobility Profiles: Methods and Application on Vehicle Sharing.

Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Cityride: A Predictive Bike Sharing Journey Advisor.

Ji Won Yoon, Fabio Pinelli, Francesco Calabrese

Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Missed connections: quantifying and optimizing multi-modal interconnectivity in cities.

Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2012

2011

Unveiling the complexity of human mobility by querying and mining massive trajectory data.

Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti

VLDB J., 2011

Traffic Jams Detection Using Flock Mining.

Rebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Mining mobility user profiles for car pooling.

Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

Location Prediction through Trajectory Pattern Mining (Extended Abstract).

Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Exploring Real Mobility Data with M-Atlas.

Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Mobility data mining: discovering movement patterns from trajectory data.

Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti

Proceedings of the Second International Workshop on Computational Transportation Science, 2010

2009

An Affective Intelligent Driving Agent: Driver's Trajectory and Activities Prediction.

Giusy Di Lorenzo, Fabio Pinelli, Francisco C. Pereira, Assaf Biderman, Carlo Ratti, Charles Lee, Chuuhee Lee

Proceedings of the 70th IEEE Vehicular Technology Conference, 2009

Anonymous Sequences from Trajectory Data.

Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

WhereNext: a location predictor on trajectory pattern mining.

Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Temporal mining for interactive workflow data analysis.

Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Space and time-dependant bus accessibility: A case study in Rome.

Fabio Pinelli, Anyang Hou, Francesco Calabrese, Mirco Nanni, Chris Zegras, Carlo Ratti

Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

Trajectory pattern analysis for urban traffic.

Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli

Proceedings of the Second International Workshop on Computational Transportation Science, 2009

2008

Temporal analysis of process logs: a case study.

Michele Berlingerio, Fosca Giannotti, Mirco Nanni, Fabio Pinelli

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Location prediction within the mobility data analysis environment DAEDALUS.

Fabio Pinelli, Anna Monreale, Roberto Trasarti, Fosca Giannotti

Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008

Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining.

Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi

Proceedings of the 1st International Workshop on Privacy in Location-Based Applications, 2008

2007

Trajectory pattern mining.

Fosca Giannotti, Mirco Nanni, Fabio Pinelli, Dino Pedreschi

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006

Mining sequences with temporal annotations.

Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006