Foundation models for time series analysis: A tutorial and survey
Time series analysis stands as a focal point within the data mining community, serving as a
cornerstone for extracting valuable insights crucial to a myriad of real-world applications …
cornerstone for extracting valuable insights crucial to a myriad of real-world applications …
Mobilitygpt: Enhanced human mobility modeling with a gpt model
Generative models have shown promising results in capturing human mobility
characteristics and generating synthetic trajectories. However, it remains challenging to …
characteristics and generating synthetic trajectories. However, it remains challenging to …
Aircraft trajectory prediction in terminal airspace with intentions derived from local history
Aircraft trajectory prediction aims to estimate the future movements of aircraft in a scene,
which is a crucial step for intelligent air traffic management such as capacity estimation and …
which is a crucial step for intelligent air traffic management such as capacity estimation and …
Towards mobility data science (vision paper)
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 …
With the availability of GPS-equipped mobile devices and other inexpensive location …