Bringing realism: Enhancing high-dimensional data for active behavior analysis in older adults

Understanding active travel behavior among older adults in suburban communities is often hindered by restricted data access and imbalanced sample distributions at the community level. These challenges limit the ability to train robust nonlinear models that capture the complex relationships between t...

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Bibliographic Details

Published in:	Journal of transport geography Vol. 129; p. 104433
Main Authors:	Guo, Cong, Jiang, Yaoqin, Yang, Yitong, Yuan, Zhilu, Guo, Renzhong
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2025
Subjects:	Data augmentation Generative adversarial networks Light gradient boosting machine Older adults travel behavior Variational autoencoder Variational autoencoder Data augmentation Generative adversarial networks Older adults travel behavior Light gradient boosting machine
ISSN:	0966-6923
Online Access:	Get full text
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