UMOD: A Novel and Effective Urban Metro Origin-Destination Flow Prediction Method
Fuente:
arXiv
Saved in:
| Main Authors: | Xie, Peng, Ma, Minbo, Wang, Bin, Zhang, Junbo, Li, Tianrui |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Non-collective Calibrating Strategy for Time Series Forecasting
by: Wang, Bin, et al.
Published: (2025)
by: Wang, Bin, et al.
Published: (2025)
Origin-Destination Demand Prediction: An Urban Radiation and Attraction Perspective
by: Ma, Xuan, et al.
Published: (2024)
by: Ma, Xuan, et al.
Published: (2024)
Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities
by: Feng, Tao, et al.
Published: (2025)
by: Feng, Tao, et al.
Published: (2025)
Learning to Rank Critical Road Segments via Heterogeneous Graphs with Origin-Destination Flow Integration
by: Xu, Ming, et al.
Published: (2025)
by: Xu, Ming, et al.
Published: (2025)
Modeling Temporal Dependencies within the Target for Long-Term Time Series Forecasting
by: Xiong, Qi, et al.
Published: (2024)
by: Xiong, Qi, et al.
Published: (2024)
Causally-Aware Unsupervised Feature Selection Learning
by: Shen, Zongxin, et al.
Published: (2024)
by: Shen, Zongxin, et al.
Published: (2024)
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning
by: Ma, Minbo, et al.
Published: (2025)
by: Ma, Minbo, et al.
Published: (2025)
Research on Metro Transportation Flow Prediction Based on the STL-GRU Combined Model
by: Zhou, Zijie, et al.
Published: (2025)
by: Zhou, Zijie, et al.
Published: (2025)
TRUST-FS: Tensorized Reliable Unsupervised Multi-View Feature Selection for Incomplete Data
by: Lu, Minghui, et al.
Published: (2025)
by: Lu, Minghui, et al.
Published: (2025)
CoIFNet: A Unified Framework for Multivariate Time Series Forecasting with Missing Values
by: Tang, Kai, et al.
Published: (2025)
by: Tang, Kai, et al.
Published: (2025)
Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter
by: Xiong, Xi, et al.
Published: (2019)
by: Xiong, Xi, et al.
Published: (2019)
Spatio-temporal Prediction of Fine-Grained Origin-Destination Matrices with Applications in Ridesharing
by: Yang, Run, et al.
Published: (2025)
by: Yang, Run, et al.
Published: (2025)
Exploring the Effects of Population and Employment Characteristics on Truck Flows: An Analysis of NextGen NHTS Origin-Destination Data
by: Uddin, Majbah, et al.
Published: (2024)
by: Uddin, Majbah, et al.
Published: (2024)
Generating Origin-Destination Matrices in Neural Spatial Interaction Models
by: Zachos, Ioannis, et al.
Published: (2024)
by: Zachos, Ioannis, et al.
Published: (2024)
Dynamic Campus Origin-Destination Mobility Prediction using Graph Convolutional Neural Network on WiFi Logs
by: Badu-Marfo, Godwin, et al.
Published: (2025)
by: Badu-Marfo, Godwin, et al.
Published: (2025)
Bayesian Self-Supervised Contrastive Learning
by: Liu, Bin, et al.
Published: (2023)
by: Liu, Bin, et al.
Published: (2023)
Federated Continual Learning via Knowledge Fusion: A Survey
by: Yang, Xin, et al.
Published: (2023)
by: Yang, Xin, et al.
Published: (2023)
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data
by: Li, Yujie, et al.
Published: (2025)
by: Li, Yujie, et al.
Published: (2025)
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction
by: Yuan, Yuan, et al.
Published: (2024)
by: Yuan, Yuan, et al.
Published: (2024)
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook
by: Zou, Xingchen, et al.
Published: (2024)
by: Zou, Xingchen, et al.
Published: (2024)
Physics-guided Active Sample Reweighting for Urban Flow Prediction
by: Jiang, Wei, et al.
Published: (2024)
by: Jiang, Wei, et al.
Published: (2024)
ODMixer: Fine-grained Spatial-temporal MLP for Metro Origin-Destination Prediction
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Deep Reinforcement Learning for Dynamic Origin-Destination Matrix Estimation in Microscopic Traffic Simulations Considering Credit Assignment
by: Min, Donggyu, et al.
Published: (2025)
by: Min, Donggyu, et al.
Published: (2025)
GraphSparseNet: a Novel Method for Large Scale Traffic Flow Prediction
by: Kong, Weiyang, et al.
Published: (2025)
by: Kong, Weiyang, et al.
Published: (2025)
A Survey of Route Recommendations: Methods, Applications, and Opportunities
by: Zhang, Shiming, et al.
Published: (2024)
by: Zhang, Shiming, et al.
Published: (2024)
Personalized Federated Continual Learning via Multi-granularity Prompt
by: Yu, Hao, et al.
Published: (2024)
by: Yu, Hao, et al.
Published: (2024)
Mutations in UMOD Contribute to the Pathogenesis of ADTKD ‐ UMOD by Influencing the Function of Complement Factor H
by: Qiuyu Xie, et al.
Published: (2026)
by: Qiuyu Xie, et al.
Published: (2026)
Interpretable Rules for Online Failure Prediction: A Case Study on the Metro do Porto dataset
by: Jakobs, Matthias, et al.
Published: (2025)
by: Jakobs, Matthias, et al.
Published: (2025)
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
by: Ji, Jiahao, et al.
Published: (2022)
by: Ji, Jiahao, et al.
Published: (2022)
A Bayesian Framework for Post-disruption Travel Time Prediction in Metro Networks
by: Nazemi, Shayan, et al.
Published: (2026)
by: Nazemi, Shayan, et al.
Published: (2026)
Predicting Mild Cognitive Impairment Using Naturalistic Driving and Trip Destination Modeling
by: Chattopadhyay, Souradeep, et al.
Published: (2025)
by: Chattopadhyay, Souradeep, et al.
Published: (2025)
LearningFlow: Automated Policy Learning Workflow for Urban Driving with Large Language Models
by: Peng, Zengqi, et al.
Published: (2025)
by: Peng, Zengqi, et al.
Published: (2025)
DelayPTC-LLM: Metro Passenger Travel Choice Prediction under Train Delays with Large Language Models
by: Chen, Chen, et al.
Published: (2024)
by: Chen, Chen, et al.
Published: (2024)
Origin Tracer: A Method for Detecting LoRA Fine-Tuning Origins in LLMs
by: Liang, Hongyu, et al.
Published: (2025)
by: Liang, Hongyu, et al.
Published: (2025)
UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models
by: Liu, Yuhang, et al.
Published: (2025)
by: Liu, Yuhang, et al.
Published: (2025)
Enhancing Next Destination Prediction: A Novel Long Short-Term Memory Neural Network Approach Using Real-World Airline Data
by: Salihoglu, Salih, et al.
Published: (2024)
by: Salihoglu, Salih, et al.
Published: (2024)
Efficient and Interpretable Traffic Destination Prediction using Explainable Boosting Machines
by: Yousif, Yasin, et al.
Published: (2024)
by: Yousif, Yasin, et al.
Published: (2024)
Memory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts
by: Jiang, Haiyang, et al.
Published: (2024)
by: Jiang, Haiyang, et al.
Published: (2024)
Quantum Maximum Entropy Inference and Hamiltonian Learning
by: Gao, Minbo, et al.
Published: (2024)
by: Gao, Minbo, et al.
Published: (2024)
Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games
by: Gao, Minbo, et al.
Published: (2023)
by: Gao, Minbo, et al.
Published: (2023)
Similar Items
-
Non-collective Calibrating Strategy for Time Series Forecasting
by: Wang, Bin, et al.
Published: (2025) -
Origin-Destination Demand Prediction: An Urban Radiation and Attraction Perspective
by: Ma, Xuan, et al.
Published: (2024) -
Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities
by: Feng, Tao, et al.
Published: (2025) -
Learning to Rank Critical Road Segments via Heterogeneous Graphs with Origin-Destination Flow Integration
by: Xu, Ming, et al.
Published: (2025) -
Modeling Temporal Dependencies within the Target for Long-Term Time Series Forecasting
by: Xiong, Qi, et al.
Published: (2024)