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FedVoting: A Cross-Silo Boosting Tree Construction Method for Privacy-Preserving Long-Term Human Mobility Prediction

The prediction of human mobility can facilitate resolving many kinds of urban problems, such as reducing traffic congestion, and promote commercial activities, such as targeted advertising. However, the requisite personal GPS data face privacy issues. Related organizations can only collect limited d...

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Detalles Bibliográficos
Autores principales: Liu, Yinghao, Fan, Zipei, Song, Xuan, Shibasaki, Ryosuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8708522/
https://www.ncbi.nlm.nih.gov/pubmed/34960376
http://dx.doi.org/10.3390/s21248282