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Travel Time Estimation

Evaluation of the time required to travel between two points.

Papers

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Showing 26–50 of 55 papers

TitleStatusHype
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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