Massimiliano Luca

According to our database, Massimiliano Luca authored at least 24 papers between 2020 and 2024.

Collaborative distances:

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

2024

Enhancing human mobility research with open and standardized datasets.

Takahiro Yabe, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro

Nat. Comput. Sci., July, 2024

Towards Civic Digital Twins: Co-Design the Citizen-Centric Future of Bologna.

Massimiliano Luca, Bruno Lepri, Riccardo Gallotti, Stefania Paolazzi, Mauro Bigi, Marco Pistore

CoRR, 2024

Large Language Models are Zero-Shot Next Location Predictors.

Ciro Beneduce, Bruno Lepri, Massimiliano Luca

CoRR, 2024

Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility.

Sebastiano Bontorin, Simone Centellegher, Riccardo Gallotti, Luca Pappalardo, Bruno Lepri, Massimiliano Luca

CoRR, 2024

Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation.

Laura Ferrarotti, Massimiliano Luca, Gabriele Santin, Giorgio Previati, Gianpiero Mastinu, Massimiliano Gobbi, Elena Campi, Lorenzo Uccello, Antonino Albanese, Praveen Zalaya, Alessandro Roccasalva, Bruno Lepri

IEEE Access, 2024

2023

Play&Go Corporate: An End-to-End Solution for Facilitating Urban Cyclability.

Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri, Annapaola Marconi

IEEE Trans. Intell. Transp. Syst., December, 2023

Trajectory test-train overlap in next-location prediction datasets.

Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi

Mach. Learn., November, 2023

Crime, inequality and public health: a survey of emerging trends in urban data science.

Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri

Frontiers Big Data, January, 2023

A Survey on Deep Learning for Human Mobility.

Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo

ACM Comput. Surv., 2023

Quantitative and Qualitative Evaluation of Reinforcement Learning Policies for Autonomous Vehicles.

Laura Ferrarotti, Massimiliano Luca, Gabriele Santin, Giorgio Previati, Gianpiero Mastinu, Elena Campi, Lorenzo Uccello, Antonino Albanese, Praveen Zalaya, Alessandro Roccasalva, Bruno Lepri

CoRR, 2023

2022

Generating mobility networks with generative adversarial networks.

Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo

EPJ Data Sci., 2022

Modeling international mobility using roaming cell phone traces during COVID-19 pandemic.

Massimiliano Luca, Bruno Lepri, Enrique Frías-Martínez, Andra Lutu

EPJ Data Sci., 2022

Inequality, Crime and Public Health: A Survey of Emerging Trends in Urban Data Science.

Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri

CoRR, 2022

An End-to-End Solution for Enabling Urban Cyclability: The Bike2Work Experience.

Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri, Annapaola Marconi

CoRR, 2022

Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets.

Anna Nguyen, Antonio Longa, Massimiliano Luca, Joe Kaul, Gabriel Lopez

CoRR, 2022

Generating Synthetic Mobility Networks with Generative Adversarial Networks.

Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo

CoRR, 2022

Emotion Analysis Using Multilayered Networks for Graphical Representation of Tweets.

Anna Nguyen, Antonio Longa, Massimiliano Luca, Joe Kaul, Gabriel Lopez

IEEE Access, 2022

Enhancing Crowd Flow Prediction in Various Spatial and Temporal Granularities.

Marco Cardia, Massimiliano Luca, Luca Pappalardo

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2021

Leveraging Mobile Phone Data for Migration Flows.

Massimiliano Luca, Gianni Barlacchi, Nuria Oliver, Bruno Lepri

CoRR, 2021

2020

Deep Learning for Human Mobility: a Survey on Data and Models.

Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo

CoRR, 2020

Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information.

Filippo Simini, Gianni Barlacchi, Massimiliano Luca, Luca Pappalardo

CoRR, 2020

Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework.

Luckyson Khaidem, Massimiliano Luca, Fan Yang, Ankit Anand, Bruno Lepri, Wen Dong

IEEE Access, 2020

Prove Me Wrong! How Debating Becomes the Secret Weapon to Teach ICT Students Innovation and Entrepreneurship.

Lorenzo Angeli, Massimiliano Luca, Chiara Grossi, Francesca Fiore, Andrea Capaccioli, Andrea Guarise, Milena Stoycheva, Maurizio Marchese

Proceedings of the IEEE International Conference on Teaching, 2020

An Architecture-independent Data Model for Managing Information Generated by Human-chatbot Interactions.

Massimiliano Luca, Alberto Montresor, Carlo Caprini, Daniele Miorandi

Proceedings of the 8th International Conference on Model-Driven Engineering and Software Development, 2020