Real-time prediction of bus travel speeds using traffic shockwaves and machine learning algorithms
Nikolas Julio, Ricardo Giesen, Pedro Lizana
| Year of publication: |
November 2016
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|---|---|
| Authors: | Julio, Nikolas ; Giesen, Ricardo ; Lizana, Pedro |
| Published in: |
Research in transportation economics. - Amsterdam [u.a.] : Elsevier, ISSN 0739-8859, ZDB-ID 86498-5. - Vol. 59.2016, p. 250-257
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| Subject: | Transit | Public transport | Transantiago | Speed prediction | Machine learning | Statistical learning | Real-time information | Artificial neural networks | Support vector machines | Support vector regression | Künstliche Intelligenz | Artificial intelligence | Neuronale Netze | Neural networks | Mustererkennung | Pattern recognition | Prognoseverfahren | Forecasting model | Algorithmus | Algorithm | Öffentlicher Verkehr | Regressionsanalyse | Regression analysis | Öffentlicher Nahverkehr | Local public transport |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Konferenzbeitrag ; Conference paper ; Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.retrec.2016.07.019 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10011706897