Multistep-Ahead Air Passengers Traffic Prediction with Hybrid ARIMA-SVMs Models
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Zhongyi Hu | Yukun Bao | Tao Xiong | Wei Ming | Yukun Bao | T. Xiong | Zhongyi Hu | Wei Ming
[1] D. Cox. Prediction by Exponentially Weighted Moving Averages and Related Methods , 1961 .
[2] Gwilym M. Jenkins,et al. Time series analysis, forecasting and control , 1971 .
[3] Araceli Sanchis,et al. Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble , 2013, Neurocomputing.
[4] Chih-Chou Chiu,et al. Integration of nonlinear independent component analysis and support vector regression for stock price forecasting , 2013, Neurocomputing.
[5] Sivanagaraja Tatinati,et al. A Hybrid Approach for Short-Term Forecasting of Wind Speed , 2013, TheScientificWorldJournal.
[6] P. Young,et al. Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.
[7] Ping-Feng Pai,et al. A hybrid ARIMA and support vector machines model in stock price forecasting , 2005 .
[8] Amaury Lendasse,et al. Methodology for long-term prediction of time series , 2007, Neurocomputing.
[9] Guoqiang Peter Zhang,et al. Time series forecasting using a hybrid ARIMA and neural network model , 2003, Neurocomputing.
[10] J. D. Jorge-Calderón. A DEMAND MODEL FOR SCHEDULED AIRLINE SERVICES ON INTERNATIONAL EUROPEAN ROUTES , 1997 .
[11] Zhongyi Hu,et al. Beyond One-Step-Ahead Forecasting: Evaluation of Alternative Multi-Step-Ahead Forecasting Models for Crude Oil Prices , 2013, ArXiv.
[12] Guillaume Chevillon,et al. Direct Multi-Step Estimation and Forecasting , 2006 .
[13] Zhongyi Hu,et al. Electricity Load Forecasting Using Support Vector Regression with Memetic Algorithms , 2013, TheScientificWorldJournal.
[14] Richard A. Davis,et al. Time Series: Theory and Methods , 2013 .
[15] Kuan-Yu Chen,et al. A hybrid SARIMA and support vector machines in forecasting the production values of the machinery industry in Taiwan , 2007, Expert Syst. Appl..
[16] Amir F. Atiya,et al. Forecast combinations of computational intelligence and linear models for the NN5 time series forecasting competition , 2011 .
[17] Seraj Yousef Abed,et al. An econometric analysis of international air travel demand in Saudi Arabia , 2001 .
[18] Zhongyi Hu,et al. A PSO and pattern search based memetic algorithm for SVMs parameters optimization , 2013, Neurocomputing.
[19] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[20] Zhongyi Hu,et al. PSO-MISMO Modeling Strategy for MultiStep-Ahead Time Series Prediction , 2014, IEEE Transactions on Cybernetics.
[21] Jianzhou Wang,et al. A corrected hybrid approach for wind speed prediction in Hexi Corridor of China , 2011 .
[22] Franz Rothlauf,et al. Gravity models for airline passenger volume estimation , 2007 .
[23] Riccardo Poli,et al. Particle swarm optimization , 1995, Swarm Intelligence.
[24] F. Ramsey,et al. The Statistical Sleuth , 1996 .
[25] J. Ledolter. The Statistical Sleuth , 2003 .
[26] J. M. Seixas,et al. A multivariate neural forecasting modeling for air transport – Preprocessed by decomposition: A Brazilian application , 2009 .
[27] M. Bayazit,et al. The Power of Statistical Tests for Trend Detection , 2003 .
[28] Howard Grubb,et al. Long lead-time forecasting of UK air passengers by Holt-Winters methods with damped trend , 2001 .
[29] Guoqiang Peter Zhang,et al. Trend Time–Series Modeling and Forecasting With Neural Networks , 2008, IEEE Transactions on Neural Networks.
[30] P. Goodwin,et al. On the asymmetry of the symmetric MAPE , 1999 .
[31] Philip Hans Franses,et al. The M3 competition: Statistical tests of the results , 2005 .
[32] Rob J Hyndman,et al. Another look at measures of forecast accuracy , 2006 .
[33] Chih-Chou Chiu,et al. Financial time series forecasting using independent component analysis and support vector regression , 2009, Decis. Support Syst..
[34] Ashish Sharma,et al. Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 1 — A strategy for system predictor identification , 2000 .
[35] M G Russon,et al. ITERATIVE NONLINEAR ESTIMATION OF AIR PASSENGER FLOW SENSITIVITY TO POLITICAL BOUNDARIES AND A COMPLEX FUNCTION OF DISTANCE , 1990 .
[36] Zhongyi Hu,et al. Forecasting Air Passenger Traffic by Support Vector Machines with Ensemble Empirical Mode Decomposition and Slope-Based Method , 2012 .
[37] David R. Cox,et al. Time Series Analysis , 2012 .