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Travel Time Estimation

Evaluation of the time required to travel between two points.

Papers

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Showing 1–50 of 55 papers

TitleStatusHype
Towards An Efficient and Effective En Route Travel Time Estimation FrameworkCode0
A Systematic Decade Review of Trip Route Planning with Travel Time Estimation based on User Preferences and Behavior—0
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation LearningCode1
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning—0
SPTTE: A Spatiotemporal Probabilistic Framework for Travel Time EstimationCode0
RED: Effective Trajectory Representation Learning with Comprehensive Information—0
Trajectory Representation Learning on Road Networks and Grids with Spatio-Temporal Dynamics—0
Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Models—0
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time EstimationCode0
Link Representation Learning for Probabilistic Travel Time EstimationCode0
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction—0
Deep Learning for Trajectory Data Management and Mining: A Survey and BeyondCode3
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain GenerationCode0
Traffic estimation in unobserved network locations using data-driven macroscopic modelsCode0
Everybody Needs a Little HELP: Explaining Graphs via Hierarchical ConceptsCode0
Effects of Dynamic and Stochastic Travel Times on the Operation of Mobility-on-Demand Services—0
An Approximate Dynamic Programming Approach to Vehicle Platooning Coordination in Networks—0
Origin-Destination Travel Time Oracle for Map-based Services—0
GCT-TTE: Graph Convolutional Transformer for Travel Time EstimationCode0
Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation—0
HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments—0
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal TransformerCode1
Computer Vision for Transit Travel Time Prediction: An End-to-End Framework Using Roadside Urban Imagery—0
Similarity-based Feature Extraction for Large-scale Sparse Traffic ForecastingCode0
Jointly Contrastive Representation Learning on Road Network and TrajectoryCode1
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps—0
Short Duration Traffic Flow Prediction Using Kalman Filtering—0
Logistics, Graphs, and Transformers: Towards improving Travel Time EstimationCode0
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation—0
Learning Citywide Patterns of Life from Trajectory Monitoring—0
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories—0
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning -- Extended VersionCode0
Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-LearningCode0
Multi View Spatial-Temporal Model for Travel Time EstimationCode1
Unsupervised Path Representation Learning with Curriculum Negative SamplingCode1
Spatio-Temporal Dual Graph Neural Networks for Travel Time Estimation—0
UniTE -- The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation—0
Partitioned Graph Convolution Using Adversarial and Regression Networks for Road Travel Speed Prediction—0
STAD: Spatio-Temporal Adjustment of Traffic-Oblivious Travel-Time Estimation—0
Street-level Travel-time Estimation via Aggregated Uber Data—0
Real-time Travel Time Estimation Using Matrix Factorization—0
Map Enhanced Route Travel Time Prediction using Deep Neural Networks—0
Benchmark Dataset for Timetable Optimization of Bus Routes in the City of New Delhi—0
DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time EstimationCode0
Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach—0
Capture and Recovery of Connected Vehicle Data: A Compressive Sensing Approach—0
Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining—0
Sparse Travel Time Estimation from Streaming Data—0
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision—0
A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment—0
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