4 citations · 6 across the 5 of their papers we have counts for
5 papers
Generating Synthetic Functional Data for Privacy-Preserving GPS Trajectories
Arianna Burzacchi, Lise Bellanger, Klervi Le Gall +2
This research presents FDASynthesis, a novel algorithm designed to generate synthetic GPS trajectory data while preserving privacy. After pre-processing the input GPS data, human m…
Spatio-Temporal Analysis of Public Transportation Undercrowding: Leveraging APC Data for a Comprehensive Evaluation of Usage Rates
Arianna Burzacchi, Valeria Maria Urbano, Marika Arena +3
The analysis of the transportation usage rate provides opportunities for evaluating the efficacy of the transportation service offered by proposing an indicator that integrates act…
A point process approach for the classification of noisy calcium imaging data
Arianna Burzacchi, Nicoletta D'Angelo, David Payares-Garcia +1
We study noisy calcium imaging data, with a focus on the classification of spike traces. As raw traces obscure the true temporal structure of neuron's activity, we performed a tune…
Monitoring road infrastructures from satellite images in Greater Maputo
Arianna Burzacchi, Matteo Landrò, Simone Vantini
The information about pavement surface type is rarely available in road network databases of developing countries although it represents a cornerstone of the design of efficient mo…
Urban mobility and learning: analyzing the influence of commuting time on students' GPA at Politecnico di Milano
Arianna Burzacchi, Lidia Rossi, Tommaso Agasisti +2
Despite its crucial role in students' daily lives, commuting time remains an underexplored dimension in higher education research. To address this gap, this study focuses on challe…