Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

A Comprehensive Survey of Deep Learning for Image Captioning

(2019) MD. Zakir Hossain et al.   ACM COMPUTING SURVEYS

Road traffic state prediction based on a graph embedding recurrent neural network under the SCATS

(2019) Dongwei Xu et al.   CHAOS

Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting

(2019) Shengnan Guo et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

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

Citywide Bike Usage Prediction in a Bike-Sharing System

(2019) Yexin Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Predicting citywide crowd flows using deep spatio-temporal residual networks

(2018) Junbo Zhang et al.   ARTIFICIAL INTELLIGENCE

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data

(2018) Lu Lin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Capturing the Spatiotemporal Evolution in Road Traffic Networks

(2018) Tarique Anwar et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Survey on Spatial Prediction Methods

(2018)   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Citywide Traffic Volume Estimation Using Trajectory Data

(2017) Xianyuan Zhan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Data-Driven Intelligent Transportation Systems: A Survey

(2011) Junping Zhang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS