Results 31 to 40 of about 1,258,510 (324)
Prediction model for travel time variability [PDF]
, 2015 Fosgerau, Mogens +3 more
core +2 more sources
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
doaj +1 more source
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
doaj +1 more source
Machine Learning Based Short-Term Travel Time Prediction: Numerical Results and Comparative Analyses
Sustainability, 2021 Due to the increasing traffic volume in metropolitan areas, short-term travel time prediction (TTP) can be an important and useful tool for both travelers and traffic management.
Bo Qiu, Wei Fan
semanticscholar +1 more source
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
doaj +1 more source
Mathematical Problems in Engineering, 2021 The existing artificial intelligence model uses single-point logging data as the eigenvalue to predict shear wave travel times (DTS), which does not consider the longitudinal continuity of logging data along the reservoir and lacks the multiwell data ...
Shanshan Liu, Yipeng Zhao, Zhiming Wang
semanticscholar +1 more source
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
doaj +1 more source
Travel Time Prediction and Explanation with Spatio-Temporal Features: A Comparative Study
Electronics, 2021 Travel time information is used as input or auxiliary data for tasks such as dynamic navigation, infrastructure planning, congestion control, and accident detection.
Irfan Uddin Ahmed +5 more
semanticscholar +1 more source
Travel Time Prediction: Based on Gated Recurrent Unit Method and Data Fusion
IEEE Access, 2018 Travel time prediction is the basis for the implementation of advanced traveler information systems and advanced transport management systems in intelligent transportation systems.
Jiandong Zhao +5 more
doaj +1 more source
Travel Time Prediction Model for Urban Road Network based on Multi-source Data [PDF]
, 2011 In view of the deficiencies of single data source for travel time prediction, multi-source data are used to improve the precision of travel time.
Jiang, Zhou, Zhang, Cunbao, Xia, Yinxia
core +1 more source