Results 31 to 40 of about 15,987,795 (287)
Vehicle Travel Time Estimation Using Sequence Prediction
Promet (Zagreb), 2020 This paper proposes a region-based travel time and traffic speed prediction method using sequence prediction. Floating Car Data collected from 8,317 vehicles during 34 days are used for evaluation purposes.
Gültekin Gündüz, Tankut Acarman
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Dynamic toll prediction using historical data on toll roads: Case Study of the I-66 Inner Beltway
Transportation Engineering, 2021 Providing the users of a dynamic tolling system with predictions of tolling prices and the travel time difference between the toll road and the alternative routes enables them to make their travel decisions before starting their trip.
Sara Zahedian +2 more
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Inland Vessel Travel Time Prediction via a Context-Aware Deep Learning Model
Journal of Marine Science and Engineering, 2023 Accurate vessel travel time estimation is crucial for optimizing port operations and ensuring port safety. Existing vessel travel time prediction models primarily rely on path-finding algorithms and corresponding distance/speed relationships to calculate
Tengze Fan +4 more
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Travel mode choice prediction based on personalized recommendation model
IET Intelligent Transport Systems, 2023 The accurate prediction of individual travel mode in the city is necessary for the development of urban traffic intelligence. Through deep analysis on distribution of travel modes, policy makers can make proper policies to improve traffic conditions ...
Zhilin Lai +5 more
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Prediction of Commuter’s Daily Time Allocation
Promet (Zagreb), 2013 This paper presents a model system to predict the time allocation in commuters’ daily activity-travel pattern. The departure time and the arrival time are estimated with Ordered Probit model and Support Vector Regression is introduced for travel time and
Fang Zong +3 more
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Urban Traffic Travel Time Short-Term Prediction Model Based on Spatio-Temporal Feature Extraction
Journal of Advanced Transportation, 2020 In order to improve the accuracy of short-term travel time prediction in an urban road network, a hybrid model for spatio-temporal feature extraction and prediction of urban road network travel time is proposed in this research, which combines empirical ...
Leilei Kang +4 more
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Multiple-Factor Based Sparse Urban Travel Time Prediction
Applied Sciences, 2018 The prediction of travel time is challenging given the sparseness of real-time traffic data and the uncertainty of travel, because it is influenced by multiple factors on the congested urban road networks.
Xinyan Zhu +5 more
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Travel Time Prediction in Real time for GPS Taxi Data Streams and its Applications to Travel Safety
Human-Centric Intelligent Systems, 2023 The analysis of data streams offers a great opportunity for development of new methodologies and applications in the area of Intelligent Transportation Systems.
Sayan Putatunda, Arnab Kumar Laha
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Travel Time Prediction on Long-Distance Road Segments in Thailand
Applied Sciences, 2022 This study proposes a method by which to predict the travel time of vehicles on long-distance road segments in Thailand. We adopted the Self-Attention Long Short-Term Memory (SA-LSTM) model with a Butterworth low-pass filter to predict the travel time on
Rathachai Chawuthai +4 more
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Modelling travel time uncertainty in urban networks based on floating taxi data
European Transport Research Review, 2019 The prediction of the uncertainty of route travel time predictions for all possible routes in an urban road network is of importance for example for logistics. Such predictions need to take the essential features of the data set as well as the underlying
Dietmar Bauer +2 more
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