With the increasing popularity of location-based services, we have accumulated a lot of location data on the Web. In this paper, we are interested in answering two popular location …
GPS technology was used in person trip (PT) survey since mid-1990, and this technology achieved its popularity because of the improvement of accuracy and portability of GPS …
SH Fang, YX Fei, Z Xu, Y Tsao - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
In recent years, the importance of user information has increased rapidly for context-aware applications. This paper proposes a deep learning mechanism to identify the transportation …
X Xiao, Y Zheng, Q Luo, X Xie - Proceedings of the 18th SIGSPATIAL …, 2010 - dl.acm.org
In this paper, we aim to estimate the similarity between users according to their GPS trajectories. Our approach first models a user's GPS trajectories with a semantic location …
M Lin, WJ Hsu - Pervasive and mobile computing, 2014 - Elsevier
With the help of various positioning tools, individuals' mobility behaviors are being continuously captured from mobile phones, wireless networking devices and GPS …
Fuzzy decision trees (FDTs) have shown to be an effective solution in the framework of fuzzy classification. The approaches proposed so far to FDT learning, however, have generally …
Transformers have been an efficient alternative to recurrent neural networks in many sequential learning tasks. When adapting transformers to modeling trajectories, we …
Human mobility has been empirically observed to exhibit Lévy flightcharacteristics and behaviour with power-law distributed jump size. The fundamentalmechanisms behind this …
F Biljecki, H Ledoux… - International Journal of …, 2013 - Taylor & Francis
The knowledge of the transportation mode used by humans (eg bicycle, on foot, car and train) is critical for travel behaviour research, transport planning and traffic management …