Fabio Pinelli

Orcid: 0000-0003-1058-6917

According to our database¹, Fabio Pinelli authored at least 50 papers between 2006 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Measuring corporate digital divide through websites: insights from Italian firms.

[BibT_eX]

[DOI]

Leonardo Mazzoni

Fabio Pinelli

Massimo Riccaboni

EPJ Data Sci., December, 2024

Evaluation of Reliability Criteria for News Publishers with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Urban Region Embeddings from Service-Specific Mobile Traffic Data.

[BibT_eX]

[DOI]

CoRR, 2024

Explainable Ponzi Schemes Detection on Ethereum.

[BibT_eX]

[DOI]

Letterio Galletta

Fabio Pinelli

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Evaluating Trustworthiness of Online News Publishers via Article Classification.

[BibT_eX]

[DOI]

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Understanding Human Mobility Dynamics: Insights from Summarized Semantic Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Mobile Data Management, 2024

Systems Security Modeling and Analysis at IMT Lucca.

[BibT_eX]

[DOI]

Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. REoCAS Colloquium in Honor of Rocco De Nicola, 2024

2023

Sharpening Ponzi Schemes Detection on Ethereum with Machine Learning.

[BibT_eX]

[DOI]

Letterio Galletta

Fabio Pinelli

CoRR, 2023

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

[BibT_eX]

[DOI]

IEEE Access, 2023

FLIRT: Federated Learning for Information Retrieval.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Summarizing Trajectories Using Semantically Enriched Geographical Context.

[BibT_eX]

[DOI]

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

2022

Editorial: Human-Interpretable Machine Learning.

[BibT_eX]

[DOI]

Gabriele Tolomei

Fabio Pinelli

Fabrizio Silvestri

Frontiers Big Data, 2022

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

[BibT_eX]

[DOI]

Gabriele Tolomei

Lorenzo Takanen

Fabio Pinelli

CoRR, 2022

Turning Federated Learning Systems Into Covert Channels.

[BibT_eX]

[DOI]

IEEE Access, 2022

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

[BibT_eX]

[DOI]

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

2021

Covert Channel Attack to Federated Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2021

2016

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

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

Data-Driven Transit Network Design From Mobile Phone Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

2015

A Methodology for Denoising and Generating Bus Infrastructure Data.

[BibT_eX]

[DOI]

Fabio Pinelli

Francesco Calabrese

Eric Bouillet

IEEE Trans. Intell. Transp. Syst., 2015

Inferring Unusual Crowd Events from Mobile Phone Call Detail Records.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2014

Anonymity preserving sequential pattern mining.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2014

2013

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

[BibT_eX]

[DOI]

Michele Berlingerio

Fabio Pinelli

Francesco Calabrese

Data Min. Knowl. Discov., 2013

ABACUS: Apriori-BAsed Community discovery in mUltidimensional networkS

[BibT_eX]

[DOI]

Michele Berlingerio

Fabio Pinelli

Francesco Calabrese

CoRR, 2013

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

[BibT_eX]

[DOI]

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

Robust bus-stop identification and denoising methodology.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2012

Individual Mobility Profiles: Methods and Application on Vehicle Sharing.

[BibT_eX]

[DOI]

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

Cityride: A Predictive Bike Sharing Journey Advisor.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

VLDB J., 2011

Traffic Jams Detection Using Flock Mining.

[BibT_eX]

[DOI]

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

Mining mobility user profiles for car pooling.

[BibT_eX]

[DOI]

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

2010

Location Prediction through Trajectory Pattern Mining (Extended Abstract).

[BibT_eX]

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

Exploring Real Mobility Data with M-Atlas.

[BibT_eX]

[DOI]

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

Mobility data mining: discovering movement patterns from trajectory data.

[BibT_eX]

[DOI]

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

2009

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

[BibT_eX]

[DOI]

Proceedings of the 70th IEEE Vehicular Technology Conference, 2009

Anonymous Sequences from Trajectory Data.

[BibT_eX]

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

WhereNext: a location predictor on trajectory pattern mining.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Trajectory pattern analysis for urban traffic.

[BibT_eX]

[DOI]

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

2008

Temporal analysis of process logs: a case study.

[BibT_eX]

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

Location prediction within the mobility data analysis environment DAEDALUS.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2007

Trajectory pattern mining.

[BibT_eX]

[DOI]

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

2006

Mining sequences with temporal annotations.

[BibT_eX]

[DOI]

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

Fabio Pinelli

Timeline

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