Interval prediction of short-term traffic speed with limited data input: Application of fuzzy-grey combined prediction model

Short-term traffic speed prediction under different data collection time intervals using a SARIMA-SDGM hybrid prediction model

(2019) Zhanguo Song et al.   PLoS One

Prediction interval of wind power using parameter optimized Beta distribution based LSTM model

(2019) Xiaohui Yuan et al.   APPLIED SOFT COMPUTING

Construction of prediction intervals using adaptive neurofuzzy inference systems

(2018) Bara Miskony et al.   APPLIED SOFT COMPUTING

Short-Term Traffic Speed Forecasting Based on Attention Convolutional Neural Network for Arterials

(2018) Qingchao Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Resampling Methods for Estimating Travel Time Uncertainty: Application of the Gap Bootstrap

(2018) Bhaven Naik et al.   TRANSPORTATION RESEARCH RECORD

Boundedness of the Solutions to Certain Delay Dynamic Integrodifferential Systems on Time Scales

(2018) Min Fan et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY

An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic

(2017) Jinjun Tang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Time series interval forecast using GM(1,1) and NGBM(1, 1) models

(2017) Ying-Yuan Chen et al.   SOFT COMPUTING

Deep learning for short-term traffic flow prediction

(2017) Nicholas G. Polson et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Grey Coupled Prediction Model for Traffic Flow with Panel Data Characteristics

(2016) Jinwei Yang et al.   Entropy

Short-term freeway traffic parameter prediction: Application of grey system theory models

(2016) Anton Bezuglov et al.   EXPERT SYSTEMS WITH APPLICATIONS

Short-term prediction of traffic parameters-performance comparison of a data-driven and less-data-required approaches

(2016) Mohamed Badhrudeen et al.   JOURNAL OF ADVANCED TRANSPORTATION

A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

(2016) Pinlong Cai et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Using interval information granules to improve forecasting in fuzzy time series

(2015) Wei Lu et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Short-term traffic flow prediction using seasonal ARIMA model with limited input data

(2015) S. Vasantha Kumar et al.   European Transport Research Review

Short-term traffic flow prediction using seasonal ARIMA model with limited input data

(2015) S. Vasantha Kumar et al.   European Transport Research Review

A hybrid short-term traffic flow forecasting method based on spectral analysis and statistical volatility model

(2013) Yanru Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Short-Term Load and Wind Power Forecasting Using Neural Network-Based Prediction Intervals

(2013) Hao Quan et al.   IEEE Transactions on Neural Networks and Learning Systems

Advanced formation and delivery of traffic information in intelligent transportation systems

(2012) Hsu-Yung Cheng et al.   EXPERT SYSTEMS WITH APPLICATIONS

Short-term traffic speed forecasting hybrid model based on Chaos–Wavelet Analysis-Support Vector Machine theory

(2012) Jin Wang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg–Marquardt Algorithm

(2011) Kit Yan Chan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Real-Time Traffic Flow Forecasting Using Spectral Analysis

(2011) Tigran T. Tchrakian et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals

(2010) A Khosravi et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Developing an interval forecasting method to predict undulated demand

(2010) Ya-Ling Huang et al.   QUALITY & QUANTITY

Real-time road traffic prediction with spatio-temporal correlations

(2010) Wanli Min et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

The Reliability of Travel Time Forecasting

(2009) Menglong Yang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Predictions of Freeway Traffic Speeds and Volumes Using Vector Autoregressive Models

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

Bayesian committee of neural networks to predict travel times with confidence intervals

(2009) C.P.IJ. van Hinsbergen et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Memory properties and fractional integration in transportation time-series

(2009) Matthew G. Karlaftis et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

The design of fuzzy information granules: Tradeoffs between specificity and experimental evidence

(2008) Fusheng Yu et al.   APPLIED SOFT COMPUTING