Massimiliano Luca

33 papers C 1Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI's Blind Spots: Geographic Knowledge and Diversity Deficit in Generated Urban Scenario.
CoRR
Ciro Beneduce, Massimiliano Luca, Bruno Lepri
2025 J jnl
Large Language Models are Zero-Shot Next Location Predictors.
IEEE Access
Ciro Beneduce, Bruno Lepri, Massimiliano Luca
2025 J jnl
The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data.
CoRR
Massimiliano Luca, Ciro Beneduce, Bruno Lepri, Jacopo Staiano
2025 J jnl
Time Series Foundation Models are Flow Predictors.
CoRR
Massimiliano Luca, Ciro Beneduce, Bruno Lepri
2025 J jnl
Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach.
CoRR
Ciro Beneduce, Bruno Lepri, Massimiliano Luca
2025 J jnl
pySpainMobility: a Python Package to Access and Manage Spanish Open Mobility Data.
CoRR
Ciro Beneduce, Tania Gullón Muñoz-Repiso, Bruno Lepri, Massimiliano Luca
2024 J jnl
Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation.
IEEE Access
Laura Ferrarotti, Massimiliano Luca, Gabriele Santin, Giorgio Previati, Gianpiero Mastinu, Massimiliano Gobbi, Elena Campi, Lorenzo Uccello, Antonino Albanese, Praveen Zalaya, Alessandro Roccasalva, Bruno Lepri
2024 J jnl
Enhancing human mobility research with open and standardized datasets.
Nat. Comput. Sci.
Takahiro Yabe, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro
2024 J jnl
Large Language Models are Zero-Shot Next Location Predictors.
CoRR
Ciro Beneduce, Bruno Lepri, Massimiliano Luca
2024 J jnl
Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility.
CoRR
Sebastiano Bontorin, Simone Centellegher, Riccardo Gallotti, Luca Pappalardo, Bruno Lepri, Massimiliano Luca
2024 J jnl
Towards Civic Digital Twins: Co-Design the Citizen-Centric Future of Bologna.
CoRR
Massimiliano Luca, Bruno Lepri, Riccardo Gallotti, Stefania Paolazzi, Mauro Bigi, Marco Pistore
2023 J jnl
A Survey on Deep Learning for Human Mobility.
ACM Comput. Surv.
Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo
2023 J jnl
Crime, inequality and public health: a survey of emerging trends in urban data science.
Frontiers Big Data
Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri
2023 J jnl
Play&Go Corporate: An End-to-End Solution for Facilitating Urban Cyclability.
IEEE Trans. Intell. Transp. Syst.
Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri, Annapaola Marconi
2023 J jnl
Quantitative and Qualitative Evaluation of Reinforcement Learning Policies for Autonomous Vehicles.
CoRR
Laura Ferrarotti, Massimiliano Luca, Gabriele Santin, Giorgio Previati, Gianpiero Mastinu, Elena Campi, Lorenzo Uccello, Antonino Albanese, Praveen Zalaya, Alessandro Roccasalva, Bruno Lepri
2023 J jnl
Trajectory test-train overlap in next-location prediction datasets.
Mach. Learn.
Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi
2022 J jnl
An End-to-End Solution for Enabling Urban Cyclability: The Bike2Work Experience.
CoRR
Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri, Annapaola Marconi
2022 J jnl
Emotion Analysis Using Multilayered Networks for Graphical Representation of Tweets.
IEEE Access
Anna Nguyen, Antonio Longa, Massimiliano Luca, Joe Kaul, Gabriel Lopez
2022 J jnl
Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets.
CoRR
Anna Nguyen, Antonio Longa, Massimiliano Luca, Joe Kaul, Gabriel Lopez
2022 — conf
Enhancing Crowd Flow Prediction in Various Spatial and Temporal Granularities.
WWW (Companion Volume)
Marco Cardia, Massimiliano Luca, Luca Pappalardo
2022 J jnl
Enhancing crowd flow prediction in various spatial and temporal granularities.
CoRR
Marco Cardia, Massimiliano Luca, Luca Pappalardo
2022 J jnl
Generating Synthetic Mobility Networks with Generative Adversarial Networks.
CoRR
Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo
2022 J jnl
Generating mobility networks with generative adversarial networks.
EPJ Data Sci.
Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo
2022 J jnl
Inequality, Crime and Public Health: A Survey of Emerging Trends in Urban Data Science.
CoRR
Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri
2022 J jnl
Modeling International Mobility using Roaming Cell Phone Traces during COVID-19 Pandemic.
CoRR
Massimiliano Luca, Bruno Lepri, Enrique Frías-Martínez, Andra Lutu
2022 J jnl
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic.
EPJ Data Sci.
Massimiliano Luca, Bruno Lepri, Enrique Frías-Martínez, Andra Lutu
2022 J jnl
Trajectory Test-Train Overlap in Next-Location Prediction Datasets.
CoRR
Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi
2021 J jnl
Leveraging Mobile Phone Data for Migration Flows.
CoRR
Massimiliano Luca, Gianni Barlacchi, Nuria Oliver, Bruno Lepri
2020 C conf
An Architecture-independent Data Model for Managing Information Generated by Human-chatbot Interactions.
MODELSWARD
Massimiliano Luca, Alberto Montresor, Carlo Caprini, Daniele Miorandi
2020 J jnl
Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information.
CoRR
Filippo Simini, Gianni Barlacchi, Massimiliano Luca, Luca Pappalardo
2020 J jnl
Deep Learning for Human Mobility: a Survey on Data and Models.
CoRR
Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo
2020 J jnl
Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework.
IEEE Access
Luckyson Khaidem, Massimiliano Luca, Fan Yang, Ankit Anand, Bruno Lepri, Wen Dong
2020 — conf
Prove Me Wrong! How Debating Becomes the Secret Weapon to Teach ICT Students Innovation and Entrepreneurship.
TALE
Lorenzo Angeli, Massimiliano Luca, Chiara Grossi, Francesca Fiore, Andrea Capaccioli, Andrea Guarise, Milena Stoycheva, Maurizio Marchese