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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
Deep Learning for Trajectory Data Management and Mining: A Survey and BeyondCode3
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation LearningCode1
Unsupervised Path Representation Learning with Curriculum Negative SamplingCode1
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal TransformerCode1
Multi View Spatial-Temporal Model for Travel Time EstimationCode1
Jointly Contrastive Representation Learning on Road Network and TrajectoryCode1
Capture and Recovery of Connected Vehicle Data: A Compressive Sensing Approach—0
Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Models—0
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision—0
An Approximate Dynamic Programming Approach to Vehicle Platooning Coordination in Networks—0
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
A Simple Baseline for Travel Time Estimation using Large-Scale Trip Data—0
A Systematic Decade Review of Trip Route Planning with Travel Time Estimation based on User Preferences and Behavior—0
A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip—0
A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment—0
Benchmark Dataset for Timetable Optimization of Bus Routes in the City of New Delhi—0
Real-time Travel Time Estimation Using Matrix Factorization—0
RED: Effective Trajectory Representation Learning with Comprehensive Information—0
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning—0
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories—0
Short Duration Traffic Flow Prediction Using Kalman Filtering—0
Sparse Travel Time Estimation from Streaming Data—0
Spatio-Temporal Dual Graph Neural Networks for Travel Time Estimation—0
STAD: Spatio-Temporal Adjustment of Traffic-Oblivious Travel-Time Estimation—0
Street-level Travel-time Estimation via Aggregated Uber Data—0
Trajectory Representation Learning on Road Networks and Grids with Spatio-Temporal Dynamics—0
Computer Vision for Transit Travel Time Prediction: An End-to-End Framework Using Roadside Urban Imagery—0
Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach—0
UniTE -- The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation—0
GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation—0
HTTE: A Hybrid Technique For Travel Time Estimation In Sparse Data Environments—0
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction—0
Learning Citywide Patterns of Life from Trajectory Monitoring—0
Map Enhanced Route Travel Time Prediction using Deep Neural Networks—0
Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation—0
Optimal estimates for short horizon travel time prediction in urban areas—0
Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining—0
Origin-Destination Travel Time Oracle for Map-based Services—0
Partitioned Graph Convolution Using Adversarial and Regression Networks for Road Travel Speed Prediction—0
Pedestrian Travel Time Estimation in Crowded Scenes—0
Predictive Analytics for Enhancing Travel Time Estimation in Navigation Apps of Apple, Google, and Microsoft—0
GCT-TTE: Graph Convolutional Transformer for Travel Time EstimationCode0
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain GenerationCode0
SPTTE: A Spatiotemporal Probabilistic Framework for Travel Time EstimationCode0
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time EstimationCode0
DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time EstimationCode0
Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-LearningCode0
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning -- Extended VersionCode0
Link Representation Learning for Probabilistic Travel Time EstimationCode0
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