most citedApplications of deep learning in traffic congestion detection, prediction and alleviation: A survey

128 citations

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physics.soc-ph2022★ 44 cited

Context-aware multi-head self-attentional neural network model for next location prediction

Ye Hong, Yatao Zhang, Konrad Schindler +1

Accurate activity location prediction is a crucial component of many mobility applications and is particularly required to develop personalized, sustainable transportation systems.…

physics.soc-ph2022★ 56 cited

Trackintel: An open-source Python library for human mobility analysis

Henry Martin, Ye Hong, Nina Wiedemann +2

Over the past decade, scientific studies have used the growing availability of large tracking datasets to enhance our understanding of human mobility behavior. However, so far data…