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1802.07980
Cited By

Learning to Route with Sparse Trajectory Sets---Extended Version

Learning to Route with Sparse Trajectory Sets---Extended Version

22 February 2018

Christian S. Jensen

ArXiv (abs)PDF HTML

Papers citing "Learning to Route with Sparse Trajectory Sets---Extended Version"

15 / 15 papers shown

Data Driven Decision Making with Time Series and Spatio-temporal Data

Data Driven Decision Making with Time Series and Spatio-temporal DataIEEE International Conference on Data Engineering (ICDE), 2025

Christian S. Jensen

786

2

0

11 Mar 2025

RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning

RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning

Shuaiqiang Wang

530

6

0

05 Feb 2025

MM-Path: Multi-modal, Multi-granularity Path Representation Learning -- Extended Version

MM-Path: Multi-modal, Multi-granularity Path Representation Learning -- Extended VersionKnowledge Discovery and Data Mining (KDD), 2024

751

17

0

03 Jan 2025

ControlTraj: Controllable Trajectory Generation with
Topology-Constrained Diffusion Model

ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model

James Jianqiao Yu

Xiangyu Zhao

394

67

0

23 Apr 2024

REPLAY: Modeling Time-Varying Temporal Regularities of Human Mobility for Location Prediction over Sparse Trajectories

REPLAY: Modeling Time-Varying Temporal Regularities of Human Mobility for Location Prediction over Sparse Trajectories

Benjamin Fankhauser

Philippe Cudre-Mauroux

386

8

0

26 Feb 2024

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and
Delivery Route Prediction

DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route PredictionKnowledge Discovery and Data Mining (KDD), 2023

Xiaowei Mao

Haomin Wen

340

19

0

30 Jul 2023

LightPath: Lightweight and Scalable Path Representation Learning

LightPath: Lightweight and Scalable Path Representation LearningKnowledge Discovery and Data Mining (KDD), 2023

Christian S. Jensen

295

46

0

19 Jul 2023

Weakly-supervised Temporal Path Representation Learning with Contrastive
Curriculum Learning -- Extended Version

Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning -- Extended VersionIEEE International Conference on Data Engineering (ICDE), 2022

Christian S. Jensen

371

26

0

30 Mar 2022

Learning to Help Emergency Vehicles Arrive Faster: A Cooperative
Vehicle-Road Scheduling Approach

Learning to Help Emergency Vehicles Arrive Faster: A Cooperative Vehicle-Road Scheduling ApproachIEEE Transactions on Mobile Computing (IEEE TMC), 2022

Zhaofengnian Wang

128

19

0

20 Feb 2022

Unsupervised Path Representation Learning with Curriculum Negative
Sampling

Unsupervised Path Representation Learning with Curriculum Negative SamplingInternational Joint Conference on Artificial Intelligence (IJCAI), 2021

260

66

0

17 Jun 2021

Learning to Route via Theory-Guided Residual Network

Learning to Route via Theory-Guided Residual Network

154

4

0

18 May 2021

Graph Attention Recurrent Neural Networks for Correlated Time Series
Forecasting -- Full version

Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version

Razvan-Gabriel Cirstea

302

50

0

19 Mar 2021

PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial
Networks

PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial Networks

159

3

0

09 Jul 2019

Recurrent Multi-Graph Neural Networks for Travel Cost Prediction

Recurrent Multi-Graph Neural Networks for Travel Cost Prediction

Christian S. Jensen

170

7

0

13 Nov 2018

Correlated Time Series Forecasting using Deep Neural Networks: A Summary
of Results

Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results

Razvan-Gabriel Cirstea

Darius-Valer Micu

Gabriel-Marcel Muresan

268

19

0

29 Aug 2018

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