Scipediacontent: Scipediacontent moved page Draft Content 978156071 to Scurtu et al 2018a

2021-02-01T19:31:02Z

Scipediacontent moved page Draft Content 978156071 to Scurtu et al 2018a

Scipediacontent: Created page with " == Abstract == International audience; In today's modern cities, mobility is of crucial importance, and public transportation is particularly concerned. The main objective i..."

2021-02-01T19:30:58Z

Created page with " == Abstract == International audience; In today's modern cities, mobility is of crucial importance, and public transportation is particularly concerned. The main objective i..."

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== Abstract ==

International audience; In today's modern cities, mobility is of crucial importance, and public transportation is particularly concerned. The main objective is to propose solutions to a given, practical problem, which specifically concerns the bus arrival time at various bus stop stations, by taking to account local traffic conditions. We show that a global prediction approach, under some global macro-parameters (e.g., total number of vehicles or pedestrians) is not feasible. This observation leads us to the introduction of a finer granularity approach, where the traffic conditions are represented in terms of a traffic density matrix. Under this new paradigm, the experimental results obtained with both linear and neural networks (NN) approaches show promising prediction performances. Thus, the NN approach yields 24% more accurate prediction performances than a basic, linear regression

== Original document ==

The different versions of the original document can be found in:

* [https://hal.archives-ouvertes.fr/hal-01993974 https://hal.archives-ouvertes.fr/hal-01993974]

* [http://xplorestaging.ieee.org/ielx7/8596718/8611638/08611683.pdf?arnumber=8611683 http://xplorestaging.ieee.org/ielx7/8596718/8611638/08611683.pdf?arnumber=8611683],
: [http://dx.doi.org/10.1109/euvip.2018.8611683 http://dx.doi.org/10.1109/euvip.2018.8611683]

* [https://dblp.uni-trier.de/db/conf/euvip/euvip2018.html#PanovskiSZ18 https://dblp.uni-trier.de/db/conf/euvip/euvip2018.html#PanovskiSZ18],
: [https://academic.microsoft.com/#/detail/2911195482 https://academic.microsoft.com/#/detail/2911195482]

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Scurtu et al 2018a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 978156071 to Scurtu et al 2018a

Scipediacontent: Created page with " == Abstract == International audience; In today's modern cities, mobility is of crucial importance, and public transportation is particularly concerned. The main objective i..."