Unified Spatial-Temporal Neighbor Attention Network for Dynamic Traffic Prediction

Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions

(2022) Xueyan Yin et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Online Traffic Flow Prediction for Edge Computing-Enhanced Autonomous and Connected Vehicles

(2021) Xiaoxiang Song et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Understanding Urban Area Attractiveness Based on Private Car Trajectory Data Using a Deep Learning Approach

(2021) Zhu Xiao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Trajectory Data Acquisition via Private Car Positioning Based on Tightly-coupled GPS/OBD Integration in Urban Environments

(2021) Zhu Xiao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Understanding Private Car Aggregation Effect via Spatio-Temporal Analysis of Trajectory Data

(2021) Zhu Xiao et al.   IEEE Transactions on Cybernetics

Urban flow prediction from spatiotemporal data using machine learning: A survey

(2020) Peng Xie et al.   Information Fusion

On Extracting Regular Travel Behavior of Private Cars Based on Trajectory Data Analysis

(2020) Zhu Xiao et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Dynamic Graph Convolution Network for Traffic Forecasting Based on Latent Network of Laplace Matrix Estimation

(2020) Kan Guo et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey

(2020) Jiexia Ye et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Traffic Prediction Enabled Double Rewarded Value Iteration Network for Route Planning

(2019) Jinglin Li et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning

(2019) Junbo Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

EnLSTM-WPEO: Short-Term Traffic Flow Prediction by Ensemble LSTM, NNCT Weight Integration, and Population Extremal Optimization

(2019) Feixiang Zhao et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Exploring Individual Travel Patterns Across Private Car Trajectory Data

(2019) Yourong Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Forecasting holiday daily tourist flow based on seasonal support vector regression with adaptive genetic algorithm

(2015) Rong Chen et al.   APPLIED SOFT COMPUTING

Regression conformal prediction with random forests

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Predictions of Freeway Traffic Speeds and Volumes Using Vector Autoregressive Models

(2009) Srinivasa Ravi Chandra et al.   Journal of Intelligent Transportation Systems