arXiv Open Access 2022

Applying machine learning to predict behavior of bus transport in Warsaw, Poland

Łukasz Pałys Maria Ganzha Marcin Paprzycki

Lihat Sumber

Abstrak

Nowadays, it is possible to collect precise data describing movements of public transport. Specifically, for each bus (or tram) geoposition data can be regularly collected. This includes data for all buses in Warsaw, Poland. Moreover, this data can be downloaded and analyzed. In this context, one of the simplest questions is: can a model be build to represent behavior of busses, and predict their delays. This work provides initial results of our attempt to answer this question.

Topik & Kata Kunci

cs.LG cs.AI cs.IR

Penulis (3)

Łukasz Pałys

Maria Ganzha

Marcin Paprzycki

Format Sitasi

APA MLA BibTeX

Pałys, Ł., Ganzha, M., Paprzycki, M. (2022). Applying machine learning to predict behavior of bus transport in Warsaw, Poland. https://arxiv.org/abs/2204.04515

Akses Cepat

Lihat di Sumber

Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓