Fabian Netzler
Dados Biográficos
| ID | 9965547 |
|---|---|
| NOME | Fabian Netzler |
| PRENOMES | Fabian |
| SOBRENOME | Netzler |
| ASSINATURA | NETZLER F |
| AFILIAÇÕES | Technical University of Munich |
| ORCID | 0000-0001-8423-0310 |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| TOTAL COMO AUTOR | 1 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2024 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2024 |
| ÍNDICE H | 0 |
Privacy Preserving Human Mobility Generation Using Grid-Based Data and Graph Autoencoders
This paper proposes a one-to-one trajectory synthetization method with stable long-term individual mobility behavior based on a generalizable area embedding. Previous methods concentrate on producing highly detailed data on short-term and restricted areas for, e.g., autonomous driving scenarios. Another possibility consists of city-wide and beyond scales that can be used to predict general traffic flows. The now-presented approach takes the track…
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Privacy Preserving Human Mobility Generation Using Grid-Based Data and Graph Autoencoders
This paper proposes a one-to-one trajectory synthetization method with stable long-term individual mobility behavior based on a generalizable area embedding. Previous methods concentrate on producing highly detailed data on short-term and restricted areas for, e.g., autonomous driving scenarios. Another possibility consists of city-wide and beyond scales that can be used to predict general traffic flows. The now-presented approach takes the track…
Artificial Intelligence (1 obras) · Artificial neural network (1 obras) · Autoencoder (1 obras) · Cartography (1 obras) · Cluster analysis (1 obras) · Computer Science (1 obras) · Data mining (1 obras) · Data-Driven Disease Surveillance (1 obras) · Embedding (1 obras) · Geography (1 obras)