Short-term traffic flow prediction using a methodology based on autoregressive integrated moving average and genetic programming

Short-term traffic flow prediction using a methodology based on autoregressive integrated moving average and genetic programming

The accurate short-term traffic flow forecasting is fundamental to both theoretical and empirical aspects of intelligent transportation systems deployment. This study aimed to develop a simple and effective hybrid model for forecasting traffic volume that combines the AutoRegressive Integrated Movin...

Full description

Bibliographic Details
Main Authors:	Chengcheng Xu, Zhibin Li, Wei Wang
Format:	Article
Language:	English
Published:	Vilnius Gediminas Technical University 2016-09-01
Series:	Transport
Subjects:	short-term traffic-forecasting hybrid model ARIMA genetic programming
Online Access:	https://journals.vgtu.lt/index.php/Transport/article/view/1495

Similar Items

Annual forecasting of inflation rate in Iran: Autoregressive integrated moving average modeling approach
by: Samrad Jafarian‐Namin, et al.
Published: (2021-04-01)

Exploring Hybrid Models For Short-Term Local Weather Forecasting in IoT Environment
by: Toai Kim Tran, et al.
Published: (2023-12-01)

FORECASTING OF COVID–19 WITH AUTOREGRESSIVE INTEGRATED MOVING AVERAGE (ARIMA) METHOD IN EAST JAVA PROVINCE
by: Yeni Baitur Roziqoh, et al.
Published: (2023-05-01)

A Novel Hybrid Autoregressive Integrated Moving Average and Artificial Neural Network Model for Cassava Export Forecasting
by: Warut Pannakkong, et al.
Published: (2019-09-01)

COVID-19 prevalence forecasting using Autoregressive Integrated Moving Average (ARIMA) and Artificial Neural Networks (ANN): Case of Turkey
by: Gülhan Toğa, et al.
Published: (2021-07-01)

Short-Term Traffic Flow Forecasting Based on Data-Driven Model
by: Su-qi Zhang, et al.
Published: (2020-01-01)

Peramalan Kedatangan Wisatawan Manca Negara Melalui Bandara Husein Sastra Negara Bandung Dengan Menggunakan Metode Arima (Autoregressive Integreted Moving Average)
by: Jatmiko Edy Waluyo
Published: (2019-06-01)

Electricity consumption forecast for Tarkwa using autoregressive integrated moving average and adaptive neuro fuzzy inference system
by: Ofosu Robert Agyare, et al.
Published: (2021-01-01)

Peramalan Harga Emas Saat Pandemi Covid-19 Menggunakan Model Hybrid Autoregressive Integrated Moving Average - Support Vector Regression
by: Drajat Indra Purnama
Published: (2021-01-01)

Predicting the unemployment rate using autoregressive integrated moving average
by: Andrian Dolfriandra Huruta
Published: (2024-12-01)

Traffic Forecasting of Back Servers Based on ARIMA-LSTM-CF Hybrid Model
by: Erzhuang Yao, et al.
Published: (2023-04-01)

Hybrid LSTM Neural Network for Short-Term Traffic Flow Prediction
by: Yuelei Xiao, et al.
Published: (2019-03-01)

Forecasting OPEC Crude Oil Price Using Fuzzy Autoregressive Integrated Moving Average (FARIMA) Model
by: mansoor zara nejad, et al.
Published: (2013-01-01)

Meta-Extreme Learning Machine for Short-Term Traffic Flow Forecasting
by: Xin Li, et al.
Published: (2022-12-01)

Hybrid linear time series approach for long term forecasting of crop yield
by: WASI ALAM, et al.
Published: (2018-08-01)

A Hybrid Short-term Traffic Flow Forecasting Method Based on Neural Networks Combined with K-Nearest Neighbor
by: Zhao Liu, et al.
Published: (2018-08-01)

A Comparison of ARIMAX, VAR and LSTM on Multivariate Short-Term Traffic Volume Forecasting
by: Bhanuka Dissanayake, et al.
Published: (2021-01-01)

Real-time forecasting of COVID-19 spread according to protective behavior and vaccination: autoregressive integrated moving average models
by: Chieh Cheng, et al.
Published: (2023-08-01)

LST-GCN: Long Short-Term Memory Embedded Graph Convolution Network for Traffic Flow Forecasting
by: Xu Han, et al.
Published: (2022-07-01)

Forecasting the Romanian inflation rate: An Autoregressive Integrated Moving-Average (ARIMA) approach
by: Rareș-Petru MIHALACHE, et al.
Published: (2023-03-01)

Short-Term Load Forecasting for Spanish Insular Electric Systems
by: Eduardo Caro, et al.
Published: (2020-07-01)

A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting
by: Lishan Liu, et al.
Published: (2019-01-01)

Prediction of women and Children's hospital outpatient numbers based on the autoregressive integrated moving average model
by: Yan Lin, et al.
Published: (2023-04-01)

AUTOREGRESSIVE INTEGRATED MOVING AVERAGE FOR COCOA PRODUCTION IN SULAWESI ISLAND 2021-2030
by: Nixia Tenriawaru, et al.
Published: (2022-09-01)

Short Term Traffic Flow Prediction of Urban Road Using Time Varying Filtering Based Empirical Mode Decomposition
by: Yanpeng Wang, et al.
Published: (2020-03-01)

MODIFIED MOVING-AVERAGE METHOD IN PROBLEMS OF SHORT-TERM FORECASTING OF TECHNICAL AND ECONOMIC INDICATORS IN HIGH-TECHNOLOGY ENTERPRISES
by: Igor I. KOVALENKO, et al.
Published: (2016-02-01)

Forecasting the Traffic Flow by Using ARIMA and LSTM Models: Case of Muhima Junction
by: Vienna N. Katambire, et al.
Published: (2023-11-01)

Time series analysis and forecasting of cholera disease using discrete wavelet transform and seasonal autoregressive integrated moving average model
by: Ahmad Hauwa Amshi, et al.
Published: (2023-07-01)

Nonlinear vector autoregressions in short-term metal price forecasting
by: Svetunkov Sergey, et al.
Published: (2023-12-01)

Long Short-Term Fusion Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting
by: Hui Zeng, et al.
Published: (2023-01-01)

A combined method for short-term traffic flow prediction based on recurrent neural network
by: Saiqun Lu, et al.
Published: (2021-02-01)

Electricity Sales Forecasting Using Hybrid Autoregressive Integrated Moving Average and Soft Computing Approaches in the Absence of Explanatory Variables
by: Yuehjen E. Shao, et al.
Published: (2018-07-01)

Comparative analysis of Gated Recurrent Units (GRU), long Short-Term memory (LSTM) cells, autoregressive Integrated moving average (ARIMA), seasonal autoregressive Integrated moving average (SARIMA) for forecasting COVID-19 trends
by: K.E. ArunKumar, et al.
Published: (2022-10-01)

Forecasting occurrence of palm weevil Rhynchophorus palmarum L. (Coleoptera, Curculionidae) using Autoregressive Integrated Moving Average modeling
by: Eduardo L. Pacheco-Sánchez, et al.
Published: (2023-05-01)

Prediksi Mahasiswa Baru Universitas Papua Menggunakan Autoregressive Integrated Moving Average
by: Christian Dwi Suhendra, et al.
Published: (2023-10-01)

Hybrid ARIMA and Support Vector Regression in Short‑term Electricity Price Forecasting
by: Jindřich Pokora
Published: (2017-01-01)

PSO-ELM: A Hybrid Learning Model for Short-Term Traffic Flow Forecasting
by: Weihong Cai, et al.
Published: (2020-01-01)

Deep Temporal Convolutional Networks for Short-Term Traffic Flow Forecasting
by: Wentian Zhao, et al.
Published: (2019-01-01)

Research on Short-Term Traffic Flow Combination Prediction Based on CEEMDAN and Machine Learning
by: Xinye Wu, et al.
Published: (2022-12-01)

Short-Term Traffic Flow Prediction Based on CNN-BILSTM with Multicomponent Information
by: Weiqing Zhuang, et al.
Published: (2022-08-01)