A Short-Term Traffic Flow Prediction Method Based on Long Short-Term Memory Network

Yusheng Ci; Gaoqun Xiu; Lina Wu

doi:10.1007/978-981-13-0302-9_59

ScienceGate Book Chapters

BOOK-CHAPTER

A Short-Term Traffic Flow Prediction Method Based on Long Short-Term Memory Network

Yusheng Ci Gaoqun Xiu Lina Wu

Year: 2018 Lecture notes in electrical engineering Pages: 601-608 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-13-0302-9_59

Get Full-Text PDF Get Analytical Report

Keywords:

Term (time) Long short term memory Computer science Traffic flow (computer networking) Learnability Artificial neural network Artificial intelligence Flow (mathematics) Data mining Machine learning Algorithm Recurrent neural network Mathematics Computer network

Metrics

Cited By

0.59

FWCI (Field Weighted Citation Impact)

Refs

0.63

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Traffic Prediction and Management Techniques

Physical Sciences → Engineering → Building and Construction

Traffic control and management

Physical Sciences → Engineering → Control and Systems Engineering

Transportation Planning and Optimization

Social Sciences → Social Sciences → Transportation

A Short-Term Traffic Flow Prediction Method Based on Long Short-Term Memory Network

Metrics

Citation History

Topics

Related Documents

Short-Term Traffic Flow Prediction using Attention-Based Long Short-Term Memory Network

Traffic Flow Prediction Based on Long Short Term Memory Network

Multi Long-Short Term Memory Models for Short Term Traffic Flow Prediction

Network Traffic Prediction Using Long Short-Term Memory

Short-term traffic flow forecast based on parallel long short-term memory neural network