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Travel Time Estimation

Evaluation of the time required to travel between two points.

Papers

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Showing 1–25 of 55 papers

TitleStatusHype
Deep Learning for Trajectory Data Management and Mining: A Survey and BeyondCode3
Multi View Spatial-Temporal Model for Travel Time EstimationCode1
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal TransformerCode1
Jointly Contrastive Representation Learning on Road Network and TrajectoryCode1
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation LearningCode1
Unsupervised Path Representation Learning with Curriculum Negative SamplingCode1
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time EstimationCode0
Link Representation Learning for Probabilistic Travel Time EstimationCode0
Similarity-based Feature Extraction for Large-scale Sparse Traffic ForecastingCode0
Towards An Efficient and Effective En Route Travel Time Estimation FrameworkCode0
SPTTE: A Spatiotemporal Probabilistic Framework for Travel Time EstimationCode0
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning -- Extended VersionCode0
Traffic estimation in unobserved network locations using data-driven macroscopic modelsCode0
GCT-TTE: Graph Convolutional Transformer for Travel Time EstimationCode0
Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-LearningCode0
Everybody Needs a Little HELP: Explaining Graphs via Hierarchical ConceptsCode0
Logistics, Graphs, and Transformers: Towards improving Travel Time EstimationCode0
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain GenerationCode0
DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time EstimationCode0
Effects of Dynamic and Stochastic Travel Times on the Operation of Mobility-on-Demand Services—0
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps—0
Learning Citywide Patterns of Life from Trajectory Monitoring—0
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision—0
Benchmark Dataset for Timetable Optimization of Bus Routes in the City of New Delhi—0
A Systematic Decade Review of Trip Route Planning with Travel Time Estimation based on User Preferences and Behavior—0
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