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Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenarios

Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenarios

Alexandra Kapp
Helena Mihaljević
ArXiv (abs)PDFHTML

Papers citing "Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenarios"

4 / 4 papers shown
Title
Collection, usage and privacy of mobility data in the enterprise and public administrations
Collection, usage and privacy of mobility data in the enterprise and public administrations
Alexandra Kapp
50
5
0
04 Jul 2024
TrajGAIL: Generating Urban Vehicle Trajectories using Generative Adversarial Imitation Learning
TrajGAIL: Generating Urban Vehicle Trajectories using Generative Adversarial Imitation Learning
Seongjin Choi
Jiwon Kim
H. Yeo
GAN
52
129
0
28 Jul 2020
SimRa: Using Crowdsourcing to Identify Near Miss Hotspots in Bicycle Traffic
SimRa: Using Crowdsourcing to Identify Near Miss Hotspots in Bicycle Traffic
Ahmet-Serdar Karakaya
Jonathan Hasenburg
David Bermbach
25
29
0
15 Jun 2020
Deep Learning with Differential Privacy
Deep Learning with Differential Privacy
Martín Abadi
Andy Chu
Ian Goodfellow
H. B. McMahan
Ilya Mironov
Kunal Talwar
Li Zhang
FedMLSyDa
216
6,155
0
01 Jul 2016

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