Searched for: subject%3A%22traffic%255C%2Bforecasting%22
(1 - 12 of 12)
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Li, G. (author), Knoop, V.L. (author), van Lint, J.W.C. (author)
Traffic condition forecasting is fundamental for Intelligent Transportation Systems. Besides accuracy, many services require an estimate of uncertainty for each prediction. Uncertainty quantification must consider the inherent randomness in traffic dynamics, the so-called aleatoric uncertainty, and the additional distrust caused by data shortage...
journal article 2024
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Üzel, Ziyar (author)
Accurate short-term traffic forecasting plays a crucial role in Intelligent Transportation Systems for effective traffic management and planning. In this study, the performances of three popular forecasting models are explored: Long Short-Term Memory (LSTM), Autoregressive Integrated Moving Average (ARIMA), and Facebook's Prophet, for short-term...
bachelor thesis 2023
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Büthker, Wouter (author)
Due to the increasing popularity of various types of sensors in traffic management, it has become significantly easier to collect data on traffic flow. However, the integrity of these data sets is often compromised due to missing values resulting from sensor failures, communication errors, and other malfunctions. This study investigates the...
bachelor thesis 2023
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Wang, Heqi (author)
Accurate and trustworthy short-term traffic prediction is crucial in the modern world for the comfort of drivers and decision-makers as it is used to improve the performance of traffic management systems, lessen congestion, increase safety, and shorten journey times. It is possible to discover useful information for network transportation...
master thesis 2023
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Li, G. (author), Knoop, V.L. (author), van Lint, J.W.C. (author)
Accurate short-term traffic forecasting is the cornerstone for Intelligent Transportation Systems. In the past several decades, many models have been proposed to continuously improve the predictive accuracy. A key but unsolved question is whether there is a theoretical bound to the accuracy with which traffic can be predicted and whether that...
journal article 2022
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van Bentem, Koen (author)
This research focused on the techno-economic implementation of Sustainable Aviation Fuels (SAF). Carbon reduction in commercial aviation could be done via four key levers; technological efficiency improvement (aircraft or engine replacement), operational efficiency improvement (air traffic management or airline operations), the implementation of...
master thesis 2021
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Li, G. (author), Knoop, V.L. (author), van Lint, J.W.C. (author)
Accurate and explainable short-term traffic forecasting is pivotal for making trustworthy decisions in advanced traffic control and guidance systems. Recently, deep learning approach, as a data-driven alternative to traffic flow model-based data assimilation and prediction methods, has become popular in this domain. Many of these deep learning...
journal article 2021
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IJzermans, Wijnand (author)
This study analyzes the financial impact of design guidelines used in the development of agribulk terminals and sets out to quantify the effect of uncertain throughput projections on a terminal’s business case. This was done through the use of a purposely-built computer model that translates traffic projections into a terminal design in an...
master thesis 2019
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Duret, Aurélien (author), Yuan, Y. (author)
The paper proposes a model-based framework for estimating traffic states from Eulerian (loop) and/or Lagrangian (probe) data. Lagrangian-Space formulation of the LWR model adopted as the underlying traffic model provides suitable properties for receiving both Eulerian and Lagrangian external information. Three independent methods are proposed...
journal article 2017
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Loof, P.C. (author)
Vehicle routing through road networks is an important topic of research: time and money can be saved by reducing traffic jams, which would also reduce the burden on the environment. The problem of minimizing the travel time for a vehicle trip is easy to grasp but hard to solve, it is a highly complex shortest path problem. Our goal is to show...
master thesis 2014
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van Dorsser, J.C.M. (j.c.m.vandorsser@tudelft.nl) (author), Wolters, M.A. (milou.wolters@rws.nl) (author)
The development of the Dutch ports and waterways has historically gone hand in hand since the waterways have always provided a primary access route to the Hinterland. Any vision on the development of the Dutch waterway system will therefore require a vision on the developments of the ports in the region and vice versa. The Dutch waterway system...
conference paper 2010
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Kersten, M.K. (author)
Albania has the following major sea ports: Durrës, Vlora, Sarandë and Shëngjin. The port of Durrës has the biggest share in the volume of import/export in Albania, nearly 75%. Due to current development rates, limited possibilities for expansion and pollution in the city because of its vicinity to the port, projects are identified to construct a...
master thesis 2010
Searched for: subject%3A%22traffic%255C%2Bforecasting%22
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