Lorenzo Gabrielli

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 17

Top Topics

Shopping Behavior

Clustering Solutions

Top Venues

Int. J. Data Sci. Anal.

Publications

Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso
Predicting EV parking behaviour in shared premises. EDBT/ICDT Workshops (2023)
Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso
Predicting Vehicles Parking Behaviour for EV Recharge Optimization. SEBD (2022)
Vasiliki Voukelatou, Lorenzo Gabrielli, Ioanna Miliou, Stefano Cresci, Rajesh Sharma, Maurizio Tesconi, Luca Pappalardo
Measuring objective and subjective well-being: dimensions and data sources. Int. J. Data Sci. Anal. 11 (4) (2021)
Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso
Predicting vehicles parking behaviour in shared premises for aggregated EV electricity demand response programs. CoRR (2021)
Raul Fidalgo-Merino, Lorenzo Gabrielli, Enrico Checchi
Leveraging Sequential Pattern Information for Active Learning from Sequential Data. ICPR (2020)
Jisu Kim, Alina Sîrbu, Fosca Giannotti, Lorenzo Gabrielli
Digital Footprints of International Migration on Twitter. IDA (2020)
Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti
Estimating countries' peace index through the lens of the world news as monitored by GDELT. DSAA (2020)
Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, Anna Monreale, Fosca Giannotti
PRIMULE: Privacy risk mitigation for user profiles. Data Knowl. Eng. 125 (2020)
Lorenzo Gabrielli, Emanuel Deutschmann, Fabrizio Natale, Ettore Recchi, Michele Vespe
Dissecting global air traffic data to discern different types and trends of transnational human mobility. EPJ Data Sci. 8 (1) (2019)
Riccardo Guidotti, Lorenzo Gabrielli, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Discovering temporal regularities in retail customers' shopping behavior. EPJ Data Sci. 7 (1) (2018)
Riccardo Guidotti, Lorenzo Gabrielli
Recognizing Residents and Tourists with Retail Data Using Shopping Profiles. GOODTECHS (2017)
Barbara Furletti, Roberto Trasarti, Paolo Cintia, Lorenzo Gabrielli
Discovering and Understanding City Events with Big Data: The Case of Rome. Inf. 8 (3) (2017)
Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
Scalable and flexible clustering solutions for mobile phone-based population indicators. Int. J. Data Sci. Anal. 4 (4) (2017)
Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
Improving population estimation from mobile calls: A clustering approach. ISCC (2016)
Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
An analytical framework to nowcast well-being using mobile phone data. Int. J. Data Sci. Anal. 2 (1-2) (2016)
Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
An analytical framework to nowcast well-being using mobile phone data. CoRR (2016)
Fosca Giannotti, Lorenzo Gabrielli, Dino Pedreschi, Salvatore Rinzivillo
Understanding Human Mobility with Big Data. Solving Large Scale Learning Tasks (2016)
Lorenzo Gabrielli, Barbara Furletti, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi
City users' classification with mobile phone data. IEEE BigData (2015)
Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatore
Understanding Large Events by Semantic Analysis of Twitter Data. SEBD (2014)
Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni, Salvatore Rinzivillo
Use of Mobile Phone Data to Estimate Visitors Mobility Flows. SEFM Workshops (2014)
Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi
Big data analytics for smart mobility: a case study. EDBT/ICDT Workshops (2014)
Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
The purpose of motion: Learning activities from Individual Mobility Networks. DSAA (2014)
Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo
Analysis of GSM calls data for understanding user mobility behavior. IEEE BigData (2013)
Mirco Nanni, Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Peter Van Der Mede, Joost De Bruijn, Erik de Romph, Gerard Bruil
Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast. CitiSens (2013)
Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny
Where Have You Been Today? Annotating Trajectories with DayTag. SSTD (2013)
Lorenzo Gabrielli, Salvatore Rinzivillo, Francesco Ronzano, Daniel Villatoro
From Tweets to Semantic Trajectories: Mining Anomalous Urban Mobility Patterns. CitiSens (2013)
Barbara Furletti, Lorenzo Gabrielli, Chiara Renso, Salvatore Rinzivillo
Identifying users profiles from mobile calls habits. UrbComp@KDD (2012)