Fabio Pinelli

71 papers A* 5A 2B 4C 1Misc 4Journal 25Unranked 24
YearRankTypeTitle / Venue / Authors
2026 — conf
Mobile Traffic Data as a Proxy for Urban Mobility: a Preliminary Study in Paris.
EDBT/ICDT Workshops
Debora Giovannelli, Fabio Pinelli, Chiara Pugliese
2026 J jnl
ParserHunter: Identify parsing functions in binary code.
J. Syst. Softw.
Marco Scapin, Fabio Pinelli, Letterio Galletta
2025 A conf
A Conditional Generative Diffusion Model for Spatio-Temporal Data.
ECAI
Giulio Loddi, Alessandro Betti, Fabio Pinelli
2025 J jnl
A Unified Framework and Comparative Study of Decentralized Finance Derivatives Protocols.
CoRR
Luca Pennella, Pietro Saggese, Fabio Pinelli, Letterio Galletta
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part I
ECIR (1)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part II
ECIR (2)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III
ECIR (3)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part IV
ECIR (4)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — ed.
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V
ECIR (5)
Claudia Hauff, Craig Macdonald, Dietmar Jannach, Gabriella Kazai, Franco Maria Nardini, Fabio Pinelli, Fabrizio Silvestri, Nicola Tonellotto
2025 — conf
Evaluation of Reliability Criteria for News Publishers with Large Language Models.
WebSci
Manuel Pratelli, John Bianchi, Fabio Pinelli, Marinella Petrocchi
2025 J jnl
Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model.
CoRR
Fabio Michele Russo, Carlo Metta, Anna Monreale, Salvatore Rinzivillo, Fabio Pinelli
2025 J jnl
Human Mobility Datasets Enriched With Contextual and Social Dimensions.
CoRR
Chiara Pugliese, Francesco Lettich, Guido Rocchietti, Chiara Renso, Fabio Pinelli
2025 B conf
Urban Region Embeddings from Service-Specific Mobile Traffic Data.
MDM
Giulio Loddi, Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso
2025 J jnl
X-SPIDE: An eXplainable Machine Learning Pipeline for Detecting Smart Ponzi Contracts in Ethereum.
IEEE Access
Luca Pennella, Fabio Pinelli, Letterio Galletta
2024 Misc conf
Evaluating Trustworthiness of Online News Publishers via Article Classification.
SAC
John Bianchi, Manuel Pratelli, Marinella Petrocchi, Fabio Pinelli
2024 J jnl
Evaluating Trustworthiness of Online News Publishers via Article Classification.
CoRR
John Bianchi, Manuel Pratelli, Marinella Petrocchi, Fabio Pinelli
2024 J jnl
Evaluation of Reliability Criteria for News Publishers with Large Language Models.
CoRR
Manuel Pratelli, John Bianchi, Fabio Pinelli, Marinella Petrocchi
2024 — conf
Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model.
DS (2)
Fabio Michele Russo, Carlo Metta, Anna Monreale, Salvatore Rinzivillo, Fabio Pinelli
2024 Misc conf
Explainable Ponzi Schemes Detection on Ethereum.
SAC
Letterio Galletta, Fabio Pinelli
2024 J jnl
Measuring corporate digital divide through websites: insights from Italian firms.
EPJ Data Sci.
Leonardo Mazzoni, Fabio Pinelli, Massimo Riccaboni
2024 — conf
Systems Security Modeling and Analysis at IMT Lucca.
ISoLA (1)
Gabriele Costa, Silvia de Francisci, Letterio Galletta, Cosimo Perini Brogi, Marinella Petrocchi, Fabio Pinelli, Roberto Pizziol, Manuel Pratelli, Margherita Renieri, Simone Soderi, Mirco Tribastone, Serenella Valiani
2024 B conf
Understanding Human Mobility Dynamics: Insights from Summarized Semantic Trajectories.
MDM
Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso
2024 J jnl
Urban Region Embeddings from Service-Specific Mobile Traffic Data.
CoRR
Giulio Loddi, Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso
2023 Misc conf
A general methodology for building multiple aspect trajectories.
SAC
Francesco Lettich, Chiara Pugliese, Chiara Renso, Fabio Pinelli
2023 A* conf
FLIRT: Federated Learning for Information Retrieval.
SIGIR
Fabio Pinelli, Gabriele Tolomei, Giovanni Trappolini
2023 J jnl
Semantic Enrichment of Mobility Data: A Comprehensive Methodology and the MAT-BUILDER System.
IEEE Access
Francesco Lettich, Chiara Pugliese, Chiara Renso, Fabio Pinelli
2023 J jnl
Sharpening Ponzi Schemes Detection on Ethereum with Machine Learning.
CoRR
Letterio Galletta, Fabio Pinelli
2023 — conf
Summarizing Trajectories Using Semantically Enriched Geographical Context.
SIGSPATIAL/GIS
Chiara Pugliese, Francesco Lettich, Fabio Pinelli, Chiara Renso
2022 J jnl
Editorial: Human-Interpretable Machine Learning.
Frontiers Big Data
Gabriele Tolomei, Fabio Pinelli, Fabrizio Silvestri
2022 B conf
MAT-Builder: a System to Build Semantically Enriched Trajectories.
MDM
Chiara Pugliese, Francesco Lettich, Chiara Renso, Fabio Pinelli
2022 — conf
MAT-Builder: a System to Build Semantically Enriched Trajectories.
SEBD
Chiara Pugliese, Francesco Lettich, Chiara Renso, Fabio Pinelli
2022 J jnl
MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction.
CoRR
Gabriele Tolomei, Lorenzo Takanen, Fabio Pinelli
2022 J jnl
Turning Federated Learning Systems Into Covert Channels.
IEEE Access
Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei
2021 J jnl
Covert Channel Attack to Federated Learning Systems.
CoRR
Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei
2019 — ed.
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part III
ECML/PKDD (3)
Ulf Brefeld, Edward Curry, Elizabeth Daly, Brian MacNamee, Alice Marascu, Fabio Pinelli, Michele Berlingerio, Neil Hurley
2016 J jnl
AllAboard: Visual Exploration of Cellphone Mobility Data to Optimise Public Transport.
IEEE Trans. Vis. Comput. Graph.
Giusy Di Lorenzo, Marco Luca Sbodio, Francesco Calabrese, Michele Berlingerio, Fabio Pinelli, Rahul Nair
2016 J jnl
Data-Driven Transit Network Design From Mobile Phone Trajectories.
IEEE Trans. Intell. Transp. Syst.
Fabio Pinelli, Rahul Nair, Francesco Calabrese, Michele Berlingerio, Giusy Di Lorenzo, Marco Luca Sbodio
2015 J jnl
A Methodology for Denoising and Generating Bus Infrastructure Data.
IEEE Trans. Intell. Transp. Syst.
Fabio Pinelli, Francesco Calabrese, Eric Bouillet
2015 — conf
Comparing Urban Sensing Applications Using Event and Network-Driven Mobile Phone Location Data.
MDM (1)
Fabio Pinelli, Giusy Di Lorenzo, Francesco Calabrese
2015 J jnl
Inferring Unusual Crowd Events From Mobile Phone Call Detail Records.
CoRR
Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubair Nabi, Francesco Calabrese, Nitesh V. Chawla
2015 — conf
Inferring Unusual Crowd Events from Mobile Phone Call Detail Records.
ECML/PKDD (2)
Yuxiao Dong, Fabio Pinelli, Yiannis Gkoufas, Zubair Nabi, Francesco Calabrese, Nitesh V. Chawla
2015 J jnl
Towards Real-time Customer Experience Prediction for Telecommunication Operators.
CoRR
Ernesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel
2015 — conf
Towards real-time customer experience prediction for telecommunication operators.
IEEE BigData
Ernesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel
2014 A conf
AllAboard: visual exploration of cellphone mobility data to optimise public transport.
IUI
Giusy Di Lorenzo, Marco Luca Sbodio, Francesco Calabrese, Michele Berlingerio, Rahul Nair, Fabio Pinelli
2014 J jnl
Anonymity preserving sequential pattern mining.
Artif. Intell. Law
Anna Monreale, Dino Pedreschi, Ruggero G. Pensa, Fabio Pinelli
2014 J jnl
Predicting User Engagement in Twitter with Collaborative Ranking.
CoRR
Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli, Stefano Braghin, Yiannis Gkoufas, Michele Berlingerio, Francesco Calabrese
2013 J jnl
ABACUS: Apriori-BAsed Community discovery in mUltidimensional networkS
CoRR
Michele Berlingerio, Fabio Pinelli, Francesco Calabrese
2013 J jnl
ABACUS: frequent pAttern mining-BAsed Community discovery in mUltidimensional networkS.
Data Min. Knowl. Discov.
Michele Berlingerio, Fabio Pinelli, Francesco Calabrese
2013 — conf
AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data.
ECML/PKDD (3)
Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Rahul Nair, Fabio Pinelli, Marco Luca Sbodio
2013 — conf
Robust bus-stop identification and denoising methodology.
ITSC
Fabio Pinelli, Francesco Calabrese, Eric P. Bouillet
2013 — conf
Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots.
ITSC
Bei Chen, Fabio Pinelli, Mathieu Sinn, Adi Botea, Francesco Calabrese
2012 B conf
Cityride: A Predictive Bike Sharing Journey Advisor.
MDM
Ji Won Yoon, Fabio Pinelli, Francesco Calabrese
2012 — conf
Individual Mobility Profiles: Methods and Application on Vehicle Sharing.
SEBD
Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
2012 — conf
Missed connections: quantifying and optimizing multi-modal interconnectivity in cities.
CTS@SIGSPATIAL
Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese
2011 A* conf
Mining mobility user profiles for car pooling.
KDD
Roberto Trasarti, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
2011 — conf
Traffic Jams Detection Using Flock Mining.
ECML/PKDD (3)
Rebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti
2011 J jnl
Unveiling the complexity of human mobility by querying and mining massive trajectory data.
VLDB J.
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti
2010 — conf
Exploring Real Mobility Data with M-Atlas.
ECML/PKDD (3)
Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti
2010 — conf
Location Prediction through Trajectory Pattern Mining (Extended Abstract).
SEBD
Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti
2010 — conf
Mobility data mining: discovering movement patterns from trajectory data.
Computational Transportation Science
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti
2009 — conf
An Affective Intelligent Driving Agent: Driver's Trajectory and Activities Prediction.
VTC Fall
Giusy Di Lorenzo, Fabio Pinelli, Francisco C. Pereira, Assaf Biderman, Carlo Ratti, Charles Lee, Chuuhee Lee
2009 — conf
Anonymous Sequences from Trajectory Data.
SEBD
Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi
2009 — conf
Space and time-dependant bus accessibility: A case study in Rome.
ITSC
Fabio Pinelli, Anyang Hou, Francesco Calabrese, Mirco Nanni, Chris Zegras, Carlo Ratti
2009 A* conf
Temporal mining for interactive workflow data analysis.
KDD
Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti
2009 — conf
Trajectory pattern analysis for urban traffic.
GIS-IWCTS
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli
2009 A* conf
WhereNext: a location predictor on trajectory pattern mining.
KDD
Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fosca Giannotti
2008 C conf
Location prediction within the mobility data analysis environment DAEDALUS.
MobiQuitous
Fabio Pinelli, Anna Monreale, Roberto Trasarti, Fosca Giannotti
2008 — conf
Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining.
PiLBA
Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi
2008 — conf
Temporal analysis of process logs: a case study.
SEBD
Michele Berlingerio, Fosca Giannotti, Mirco Nanni, Fabio Pinelli
2007 A* conf
Trajectory pattern mining.
KDD
Fosca Giannotti, Mirco Nanni, Fabio Pinelli, Dino Pedreschi
2006 Misc conf
Mining sequences with temporal annotations.
SAC
Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli