approved
Validation for MoGAN

We conduct extensive experiments on public datasets of bike and taxi rides to show that MoGAN outperforms the classical Gravity and Radiation models regarding the realism of the generated networks. Our model can be used for data augmentation and performing simulations and what-if analysis.

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Additional Info
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Group Sustainable Cities for Citizens
Involved People Pappalardo, Luca
Involved People Luca, Massimiliano
Involved People Longa, Antonio
Involved People Lepri, Bruno
State Complete
Thematic Cluster Human Mobility Analytics [HMA]
system:type Experiment
Management Info
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Author Mauro Giovanni
Maintainer Mauro Giovanni
Version 1
Last Updated 7 September 2023, 17:32 (CEST)
Created 21 March 2022, 16:55 (CET)