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■ Travel Time Prediction for Trams in Warsaw

Zychowski, A., Junosza-Szaniawski, K., & Kosicki, A. (2017, May). Travel Time Prediction for Trams in Warsaw. In International Conference on Computer Recognition Systems, CORES 2017(pp. 53-62). Springer, Cham.
Abstrtact.

The paper presents a comparison between different prediction methods for trams time travels in Warsaw. Predictions are constructed based on historical trams GPS positions. Three different prediction approaches were implemented and compared with the official timetables and real time travels. Obtained results show that the official timetables provides only approximated time travel especially in rush hours. Proposed prediction methods outperform the official schedule in the term of time travel precision and may be used as a more accurate source of travel time for passengers.

 
Bibtex Entry.
@InBook{Zychowski2018,
  pages     = {53--62},
  title     = {Travel Time Prediction for Trams in Warsaw},
  publisher = {Springer International Publishing},
  year      = {2018},
  author    = {Zychowski, Adam and Junosza-Szaniawski, Konstanty and Kosicki, Aleksander},
  editor    = {Kurzynski, Marek and Wozniak, Michal and Burduk, Robert},
  address   = {Cham},
  isbn      = {978-3-319-59162-9},
  booktitle = {Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017},
  doi       = {10.1007/978-3-319-59162-9_6},
  url       = {http://dx.doi.org/10.1007/978-3-319-59162-9_6},
}