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A comparative study and simple baseline for travel time prediction [PDF]
Scientific ReportsAccurate travel time prediction (TTP) is essential to freeway users, including drivers, administrators, and freight-related companies, for enabling them to plan trips effectively and mitigate traffic congestion.
Chuang-Chieh Lin +3 more
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Research on Travel Time Prediction Model of Freeway Based on Gradient Boosting Decision Tree
IEEE Access, 2019 To improve the prediction accuracy of traffic flow, a travel time prediction model based on gradient boosting decision tree (GBDT) is proposed. In order to test the applicability of GBDT, models with different prediction horizons (5 min ahead, 10 min ...
Juan Cheng, Gen Li, Xianhua Chen
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Research on Expressway Travel Time Prediction Based on Exclusive Disjunctive Soft Set [PDF]
MATEC Web of Conferences, 2020 In order to study the prediction problem of expressway travel time, due to the ambiguity and uncertainty in the road traffic system, the travel time prediction model is established based on the exclusive disjunctive soft set theory. Through the parameter
Wang Qingqing, Li Huamin, Xiong Weixin
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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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Catchment travel time distributions and water flow in soils [PDF]
, 2011 Many details about the flow of water in soils in a hillslope are unknowable given current technologies. One way of learning about the bulk effects of water velocity distributions on hillslopes is through the use of tracers.
Russo D +33 more
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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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, 2022 Philosophy of time travel is a fast-growing branch of philosophy, encompassing issues from metaphysics and epistemology through to the philosophy of science and philosophy of action.
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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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