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Predicting Passengers on a Bus Route with Artificial Intelligence/ Vorhersage der Passagieranzahl auf einer Busroute mit KI

Predicting Passengers on a Bus Route with Artificial Intelligence/ Vorhersage der Passagieranzahl auf einer Busroute mit KI
Typ:Bachelor-/ Masterarbeit
Datum:offen (zu vergeben)
Betreuer:

M. Sc. Martin Böhme

Predicting Passengers on a Bus Route with Artificial Intelligence/ Vorhersage der Passagieranzahl auf einer Busroute mit KI

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Background

A prediction of the number of passengers on a bus route on a given day is crucial information for a transport company. This information influences the choice of bus configuration and the number of buses on the route. It even has an influence on the preconditioning of the bus before it leaves the depot.

 

Tasks

  • State of the Art Research
  • Data Acquisition/Preprocessing
  • Evaluating different Machine Learning Methods
  • Parameter optimization
  • Documentation

 

Required skills

  • Highly Motivated
  • The ambition to tackle difficult problems
  • Experience in Machine Learning and/or Programming is a plus