References

• 2012Discovering regions of different functions in a city using human mobility and POIs1,136 cited
• 2008Understanding mobility based on GPS data1,131 cited
• 2008Learning transportation mode from raw gps data for geographic applications on the web616 cited
• 2011Transportation mode detection using mobile phones and GIS information451 cited
• 2017Inferring transportation modes from GPS trajectories using a convolutional neural network404 cited
• 2011A GPS/GIS method for travel mode detection in New York City293 cited
• 2013Transportation mode recognition using GPS and accelerometer data235 cited
• 2012Inferring hybrid transportation modes from sparse GPS data using a moving window SVM classification191 cited
• 2019Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data156 cited
• 2015Travel mode detection based on GPS track data and Bayesian networks154 cited
• 2017Travel Mode Detection Using GPS Data and Socioeconomic Attributes Based on a Random Forest Classifier114 cited
• 2014Use of acceleration data for transportation mode prediction101 cited
• 2020Travel Mode Identification With GPS Trajectories Using Wavelet Transform and Deep Learning87 cited
• 2016Comparison of advanced imputation algorithms for detection of transportation mode and activity episode using GPS data