Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models
Echchabi, Othmane; Zhang, Yuandong; Feng, Tianshu; Chang, Charles;
Predicting Human Mobility Using Dense Smartphone GPS Trajectories and Transformer Models
This repository contains the code and resources used in the paper titled 'Detecting Transportation Mode Using Dense Smartphone GPS Trajectories and Transformer Models.' It includes data preprocessing scripts, custom Transformer and LSTM architectures, as well as training and evaluation pipelines.
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average
selected citations
Citations provided by BIP!
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
Popularity provided by BIP! 0
Average
Average
Average