Results 11 to 20 of about 63,289 (291)
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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Travel time predictions: should one model speeds or travel times? [PDF]
European Transport Research Review, 2018 Purpose Travel time predictions are of importance for individual trip planning as well as for logistics applications. Since travel time and travel speed have a one-one correspondence, the modeller has the choice to model travel times directly or model ...
Dietmar Bauer, Mirsad Tulic
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, 2017 This paper discusses the methods of travel time prediction based on the usage of machine learning and historical data. The developed prediction models are described as well as the data sources which were used as the input of the prediction models. Finally, the comparison of the models‘ performance is shown, providing proof the developed models have ...
Mudroch, Andrej
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Travel-Time Prediction for Freeway Corridors
Transportation Research Record: Journal of the Transportation Research Board, 1999 The application of a nonlinear time series model to the prediction of traffic parameters on a freeway network is investigated. The nonlinear time series approach is a statistical technique that has strong potential for on-line implementation. A new approach for predicting corridor travel times is developed and tested with travel-time data.
D'Angelo, Matthew P. +2 more
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Bus Travel Time Prediction Based on the Similarity in Drivers’ Driving Styles
Future Internet, 2023 Providing accurate and real-time bus travel time information is crucial for both passengers and public transportation managers. However, in the traditional bus travel time prediction model, due to the lack of consideration of the influence of different ...
Zhenzhong Yin, Bin Zhang
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Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques [PDF]
Journal of Soft Computing in Civil Engineering, 2023 Prediction of bus travel time is a key component of an intelligent transportation system and has many benefits for both service users and providers. Although there is a rich literature on bus travel prediction, some limitations can still be observed ...
Seyed Mohammad Hossein Moosavi +3 more
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Transportation Engineering, 2020 Having access to accurate travel time is of great importance for both highway network users and traffic engineers. The travel time which is currently reported on highways is usually estimated by employing naïve methods and using limited sources of data ...
Homa Taghipour +2 more
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Gong-kuang zidonghua, 2022 Due to the complexity of road in open-pit mine, the existing truck travel time prediction methods are difficult in the actual deployment. This leads to the truck optimal scheduling system only realizing scheduling instead of optimization.
TIAN Fengliang +8 more
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A uncertainty visual analytics approach for bus travel time
Visual Informatics, 2022 Bus travel time is uncertain due to the dynamic change in the environment. Passenger analyzing bus travel time uncertainty has significant implications for understanding bus running errors and reducing travel risks. To quantify the uncertainty of the bus
Weixin Zhao +5 more
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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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