Real-Time Prediction of Seasonal Heteroscedasticity in Vehicular Traffic Flow Series
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Jinde Cao | Wei Huang | Yun Wei | Jianhua Guo | Billy M. Williams | Billy M. Williams | Wenwen Jia | Guogang Shi | Jinde Cao | J. Guo | Wei Huang | Wenwen Jia | Yun Wei | Guogang Shi
[1] Yanru Zhang,et al. Component GARCH Models to Account for Seasonal Patterns and Uncertainties in Travel-Time Prediction , 2015, IEEE Transactions on Intelligent Transportation Systems.
[2] Billy M. Williams,et al. MODELING AND FORECASTING VEHICULAR TRAFFIC FLOW AS A SEASONAL STOCHASTIC TIME SERIES PROCESS , 1999 .
[3] Billy M. Williams,et al. Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results , 2003, Journal of Transportation Engineering.
[4] Antony Stathopoulos,et al. Short-Term Prediction of Urban Traffic Variability: Stochastic Volatility Modeling Approach , 2010 .
[5] Graham Currie,et al. Prediction intervals to account for uncertainties in neural network predictions: Methodology and application in bus travel time prediction , 2011, Eng. Appl. Artif. Intell..
[6] Wanli Min,et al. Real-time road traffic prediction with spatio-temporal correlations , 2011 .
[7] Yanru Zhang,et al. A hybrid short-term traffic flow forecasting method based on spectral analysis and statistical volatility model , 2014 .
[8] Yanru Zhang,et al. Stochastic Volatility Modeling Approach that Accounts for Uncertainties in Travel Time Reliability Forecasting , 2014 .
[9] Yiannis Kamarianakis,et al. Modeling Traffic Volatility Dynamics in an Urban Network , 2005 .
[10] Wei Huang,et al. Modeling Seasonal Heteroscedasticity in Vehicular Traffic Condition Series Using a Seasonal Adjustment Approach , 2014 .
[11] Hashem R Al-Masaeid,et al. Short-Term Prediction of Traffic Volume in Urban Arterials , 1995 .
[12] Paolo Frasconi,et al. Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning , 2013, IEEE Transactions on Intelligent Transportation Systems.
[13] Qiang Meng,et al. Short-time traffic flow prediction with ARIMA-GARCH model , 2011, 2011 IEEE Intelligent Vehicles Symposium (IV).
[14] Moshe Levin,et al. ON FORECASTING FREEWAY OCCUPANCIES AND VOLUMES (ABRIDGMENT) , 1980 .
[15] Man-Chun Tan,et al. An Aggregation Approach to Short-Term Traffic Flow Prediction , 2009, IEEE Transactions on Intelligent Transportation Systems.
[16] Jianhua Guo,et al. Adaptive Kalman filter approach for stochastic short-term traffic flow rate prediction and uncertainty quantification , 2014 .
[17] Yanru Zhang,et al. Univariate Volatility-Based Models for Improving Quality of Travel Time Reliability Forecasting , 2013 .
[18] A. R. Cook,et al. ANALYSIS OF FREEWAY TRAFFIC TIME-SERIES DATA BY USING BOX-JENKINS TECHNIQUES , 1979 .
[19] Antony Stathopoulos,et al. Real-Time Traffic Volatility Forecasting in Urban Arterial Networks , 2006 .
[20] Keemin Sohn,et al. Statistical Model for Forecasting Link Travel Time Variability , 2009 .
[21] R. Engle. Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation , 1982 .
[22] Jianhua Guo,et al. Adaptive Estimation and Prediction of Univariate Vehicular Traffic Condition Series , 2005 .
[23] Jingxin Xia,et al. Reliable Short-Term Traffic Flow Forecasting for Urban Roads , 2013 .
[24] Billy M. Williams. Multivariate Vehicular Traffic Flow Prediction: Evaluation of ARIMAX Modeling , 2001 .
[25] Billy M. Williams,et al. Comparison of parametric and nonparametric models for traffic flow forecasting , 2002 .
[26] T. Bollerslev,et al. Generalized autoregressive conditional heteroskedasticity , 1986 .
[27] Y. Kamarianakis,et al. Forecasting Traffic Flow Conditions in an Urban Network: Comparison of Multivariate and Univariate Approaches , 2003 .
[28] Jianhua Guo,et al. Real-Time Short-Term Traffic Speed Level Forecasting and Uncertainty Quantification Using Layered Kalman Filters , 2010 .
[29] Chris Chatfield,et al. Calculating Interval Forecasts , 1993 .
[30] Brian Lee Smith,et al. Data Collection Time Intervals for Stochastic Short-Term Traffic Flow Forecasting , 2007 .
[31] Jianhua Guo,et al. Integrated Heteroscedasticity Test for Vehicular Traffic Condition Series , 2012 .
[32] Nancy L. Nihan,et al. Use of the box and Jenkins time series technique in traffic forecasting , 1980 .
[33] Pedro Sousa,et al. Multi‐scale Internet traffic forecasting using neural networks and time series methods , 2010, Expert Syst. J. Knowl. Eng..
[34] W. Fuller,et al. Introduction to Statistical Time Series (2nd ed.) , 1997 .
[35] Yiguang Liu,et al. The Reliability of Travel Time Forecasting , 2010, IEEE Transactions on Intelligent Transportation Systems.