Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks

IGAGCN: Information geometry and attention-based spatiotemporal graph convolutional networks for traffic flow prediction

(2021) Jiyao An et al.   NEURAL NETWORKS

A Performance Modeling and Analysis of a Novel Vehicular Traffic Flow Prediction System Using a Hybrid Machine Learning-Based Model

(2020) Azzedine Boukerche et al.   Ad Hoc Networks

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting

(2020) Hao Peng et al.   INFORMATION SCIENCES

Short-term traffic speed forecasting based on graph attention temporal convolutional networks

(2020) Ge Guo et al.   NEUROCOMPUTING

Multiple local 3D CNNs for region-based prediction in smart cities

(2020) Yibi Chen et al.   INFORMATION SCIENCES

An improved random forest-based rule extraction method for breast cancer diagnosis

(2019) Sutong Wang et al.   APPLIED SOFT COMPUTING

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

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

An energy, performance efficient resource consolidation scheme for heterogeneous cloud datacenters

(2019) Ayaz Ali Khan et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

FB-STEP: A Fuzzy Bayesian Network based Data-Driven Framework for Spatio-temporal Prediction of Climatological Time Series Data

(2018) Monidipa Das et al.   EXPERT SYSTEMS WITH APPLICATIONS

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

(2017) Xiaolei Ma et al.   SENSORS

Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning

(2013) Marco Lippi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Supervised Weighting-Online Learning Algorithm for Short-Term Traffic Flow Prediction

(2013) Young-Seon Jeong et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Data-Driven Intelligent Transportation Systems: A Survey

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