Essays about: "bus arrival"

Showing result 1 - 5 of 9 essays containing the words bus arrival.

  1. 1. Modeling and quantifying uncertainty in bus arrival timeprediction

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Olof Josefsson; [2023]
    Keywords : uncertainty quantification; arrival time prediction;

    Abstract : Public transportation operates in an environment which, due to its nature of numerous possibly influencing factors, is highly stochastic. This makes predictions of arrival times difficult, yet it’s important to be accurate in order to adhere to travelers expectations. READ MORE

  3. 2. Evolution of public transport network design due to the arrival of autonomous buses

    University essay from KTH/Transportplanering

    Author : Robby Yudo Purnomo; [2020]
    Keywords : Advanced technology; Autonomous buses; Network Design; Total Cost; Hybrid Network;

    Abstract : There is rapid development in the transportation field. Soon, along with the rapid population growth, there will be a change in the mobility pattern. READ MORE

  4. 3. Järnvägsstationerna och deras omgivning : då och nu med fyra exempelstationer

    University essay from SLU/Dept. of Landscape Architecture, Planning and Management (from 130101)

    Author : Victoria Sandberg; [2020]
    Keywords : järnvägsstation; stationspark; torg; växtlighet; Eslöv; Lomma; Rosengård; Teckomatorp; offentlig miljö; resecentrum;

    Abstract : Since the nineteenth century the railway stations have been a part of the Swedish transport network. Some of the stations have been closed since the car made it´s way into society. In recent years some stations have reopened and new once have been built. READ MORE

  5. 4. Are we there yet? : Prediciting bus arrival times with an artificial neural network

    University essay from Uppsala universitet/Institutionen för teknikvetenskaper

    Author : Johan Rideg; Max Markensten; [2019]
    Keywords : artificial neural network; prediction; regression; tensorflow; UL; Upplands Lokaltrafik;

    Abstract : Public transport authority UL (Upplands Lokaltrafik) aims to reduce emissions, air pollution, and traffic congestion by providing bus journeys as an alternative to using a car. In order to incentivise bus travel, accurate predictions are critical to potential passengers. READ MORE

  6. 5. Arrival Time Predictions for Buses using Recurrent Neural Networks

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Christoffer Fors Johansson; [2019]
    Keywords : Machine Learning; Recurrent Neural Networks; RNN; Long short-term memory; LSTM; Regression; GTFS;

    Abstract : In this thesis, two different types of bus passengers are identified. These two types, namely current passengers and passengers-to-be have different needs in terms of arrival time predictions. A set of machine learning models based on recurrent neural networks and long short-term memory units were developed to meet these needs. READ MORE