42 citations · 70 across the 20 of their papers we have counts for
7 papers · 1 filter
Inequality, Crime and Public Health: A Survey of Emerging Trends in Urban Data Science
Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher +2
Urban agglomerations are constantly and rapidly evolving ecosystems, with globalization and increasing urbanization posing new challenges in sustainable urban development well summ…
Play&Go Corporate: An End-to-End Solution for Facilitating Urban Cyclability
Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca +5
Mobility plays a fundamental role in modern cities. How citizens experience the urban environment, access city core services, and participate in city life, strongly depends on its…
Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets
Anna Nguyen, Antonio Longa, Massimiliano Luca +2
Anticipating audience reaction towards a certain piece of text is integral to several facets of society ranging from politics, research, and commercial industries. Sentiment analys…
Enhancing crowd flow prediction in various spatial and temporal granularities
Marco Cardia, Massimiliano Luca, Luca Pappalardo
Thanks to the diffusion of the Internet of Things, nowadays it is possible to sense human mobility almost in real time using unconventional methods (e.g., number of bikes in a bike…
Trajectory Test-Train Overlap in Next-Location Prediction Datasets
Massimiliano Luca, Luca Pappalardo, Bruno Lepri +1
Next-location prediction, consisting of forecasting a user's location given their historical trajectories, has important implications in several fields, such as urban planning, geo…
Generating Synthetic Mobility Networks with Generative Adversarial Networks
Giovanni Mauro, Massimiliano Luca, Antonio Longa +2
The increasingly crucial role of human displacements in complex societal phenomena, such as traffic congestion, segregation, and the diffusion of epidemics, is attracting the inter…
Modeling International Mobility using Roaming Cell Phone Traces during COVID-19 Pandemic
Massimiliano Luca, Bruno Lepri, Enrique Frias-Martinez +1
Most of the studies related to human mobility are focused on intra-country mobility. However, there are many scenarios (e.g., spreading diseases, migration) in which timely data on…