Lorenzo Gabrielli

According to our database, Lorenzo Gabrielli authored at least 27 papers between 2012 and 2023.

Collaborative distances:

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

2023

Predicting EV parking behaviour in shared premises.

Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso

Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

2022

Predicting Vehicles Parking Behaviour for EV Recharge Optimization.

Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso

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

2021

Measuring objective and subjective well-being: dimensions and data sources.

Vasiliki Voukelatou, Lorenzo Gabrielli, Ioanna Miliou, Stefano Cresci, Rajesh Sharma, Maurizio Tesconi, Luca Pappalardo

Int. J. Data Sci. Anal., 2021

Predicting vehicles parking behaviour in shared premises for aggregated EV electricity demand response programs.

Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso

CoRR, 2021

2020

PRIMULE: Privacy risk mitigation for user profiles.

Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, Anna Monreale, Fosca Giannotti

Data Knowl. Eng., 2020

Digital Footprints of International Migration on Twitter.

Jisu Kim, Alina Sîrbu, Fosca Giannotti, Lorenzo Gabrielli

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Leveraging Sequential Pattern Information for Active Learning from Sequential Data.

Raul Fidalgo-Merino, Lorenzo Gabrielli, Enrico Checchi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Estimating countries' peace index through the lens of the world news as monitored by GDELT.

Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Dissecting global air traffic data to discern different types and trends of transnational human mobility.

Lorenzo Gabrielli, Emanuel Deutschmann, Fabrizio Natale, Ettore Recchi, Michele Vespe

EPJ Data Sci., 2019

2018

Towards big data methods and technologies for official statistics.

Lorenzo Gabrielli

PhD thesis, 2018

Discovering temporal regularities in retail customers' shopping behavior.

Riccardo Guidotti, Lorenzo Gabrielli, Anna Monreale, Dino Pedreschi, Fosca Giannotti

EPJ Data Sci., 2018

2017

Discovering and Understanding City Events with Big Data: The Case of Rome.

Barbara Furletti, Roberto Trasarti, Paolo Cintia, Lorenzo Gabrielli

Inf., 2017

Scalable and flexible clustering solutions for mobile phone-based population indicators.

Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci

Int. J. Data Sci. Anal., 2017

Recognizing Residents and Tourists with Retail Data Using Shopping Profiles.

Riccardo Guidotti, Lorenzo Gabrielli

Proceedings of the Smart Objects and Technologies for Social Good, 2017

2016

An analytical framework to nowcast well-being using mobile phone data.

Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti

Int. J. Data Sci. Anal., 2016

Improving population estimation from mobile calls: A clustering approach.

Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci

Proceedings of the IEEE Symposium on Computers and Communication, 2016

Understanding Human Mobility with Big Data.

Fosca Giannotti, Lorenzo Gabrielli, Dino Pedreschi, Salvatore Rinzivillo

Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015

City users' classification with mobile phone data.

Lorenzo Gabrielli, Barbara Furletti, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi

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

2014

Use of Mobile Phone Data to Estimate Visitors Mobility Flows.

Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni, Salvatore Rinzivillo

Proceedings of the Software Engineering and Formal Methods, 2014

Understanding Large Events by Semantic Analysis of Twitter Data.

Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatore

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Big data analytics for smart mobility: a case study.

Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

The purpose of motion: Learning activities from Individual Mobility Networks.

Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

2013

Where Have You Been Today? Annotating Trajectories with DayTag.

Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny

Proceedings of the Advances in Spatial and Temporal Databases, 2013

Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast.

Mirco Nanni, Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Peter Van Der Mede, Joost De Bruijn, Erik de Romph, Gerard Bruil

Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

From Tweets to Semantic Trajectories: Mining Anomalous Urban Mobility Patterns.

Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatoro

Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

Analysis of GSM calls data for understanding user mobility behavior.

Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Identifying users profiles from mobile calls habits.

Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo

Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012