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Improving Transportation Mode Identification with Limited GPS Trajectories

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References

1975DIRECT AND INVERSE SOLUTIONS OF GEODESICS ON THE ELLIPSOID WITH APPLICATION OF NESTED EQUATIONS1,276 cited
2008Understanding mobility based on GPS data1,131 cited
2008Learning transportation mode from raw gps data for geographic applications on the web616 cited
2017Inferring transportation modes from GPS trajectories using a convolutional neural network404 cited
2019Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data156 cited
2017Travel Mode Detection Using GPS Data and Socioeconomic Attributes Based on a Random Forest Classifier114 cited
2016Transportation mode detection – an in-depth review of applicability and reliability97 cited
2020Travel Mode Identification With GPS Trajectories Using Wavelet Transform and Deep Learning87 cited
2020Semi-supervised deep ensemble learning for travel mode identification69 cited
2020Unsupervised Deep Learning for GPS-Based Transportation Mode Identification43 cited
2017Public Transportation Mode Detection from Cellular Data18 cited

Cited by

2024A deep learning approach for transportation mode identification using a transformation of GPS trajectory data features into an image representation13 cited

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