The ability to collect large numbers of trajectory data through GPS-enabled devices have enabled a myriad of very important applications that are widely used on a daily basis. This …
Trajectory-based applications have acquired significant attention over the past decade with the rising size of trajectory data generated by users. However, building trajectory-based …
H Yuan, S Wang, Z Bao, S Wang - Proceedings of the VLDB Endowment, 2023 - dl.acm.org
Extracting roads from multi-source data, such as aerial images and vehicle trajectories, is an important way to maintain road networks in the filed of urban computing. In this paper, we …
M Musleh, MF Mokbel - Proceedings of the VLDB Endowment, 2023 - dl.acm.org
Numerous important applications rely on detailed trajectory data. Yet, unfortunately, trajectory datasets are typically sparse with large spatial and temporal gaps between each …
Geocoding, associating textual addresses with corresponding GPS coordinates, is vital for many location-based services (eg, logistics, ridesharing, and social networks). One of the …
Mobility data captures the locations of moving objects such as humans, animals, and cars. With the availability of GPS-equipped mobile devices and other inexpensive location …
M Musleh, MF Mokbel - ACM Transactions on Spatial Algorithms and …, 2024 - dl.acm.org
The availability of trajectory data combined with various real-life practical applications has sparked the interest of the research community to design a plethora of algorithms for various …
Accurate road networks play a crucial role in modern mobile applications such as navigation and last-mile delivery. Most existing studies primarily focus on generating road networks in …
GPS-enabled devices, including vehicles, smartphones, wearable and tracking devices, as well as various check-in and social network data are continuously producing tremendous …