Statistical Characterization and Optimization of Artificial Neural Networks in Time Series Forecasting: The One-Period Forecast Case
暂无分享,去创建一个
Mauricio Cabrera-Ríos | Guillermo J. Moreno Rodríguez | María Angélica Salazar Aguilar | M. Cabrera-Ríos | M. A. S. Aguilar | Guillermo J. Moreno Rodríguez
[1] M. Cabrera-Rios,,et al. Multiple Quality Criteria Optimization in Reactive In-Mold Coating (IMC) with a Data Envelopment Analysis approach , 2002 .
[2] Robert L. Winkler,et al. The accuracy of extrapolation (time series) methods: Results of a forecasting competition , 1982 .
[3] Halbert White,et al. Connectionist nonparametric regression: Multilayer feedforward networks can learn arbitrary mappings , 1990, Neural Networks.
[4] Thomas Kolarik,et al. Time series forecasting using neural networks , 1994, APL '94.
[5] Kalyanmoy Deb,et al. Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.
[6] Randall S Sexton,et al. Employee turnover: a neural network solution , 2005, Comput. Oper. Res..
[7] M. W Gardner,et al. Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences , 1998 .
[8] H. Brian Hwarng,et al. Insights into neural-network forecasting of time series corresponding to ARMA(p,q) structures , 2001 .
[9] R. J. Kuo,et al. Fuzzy neural networks with application to sales forecasting , 1999, Fuzzy Sets Syst..
[10] George E. P. Box,et al. Time Series Analysis: Forecasting and Control , 1977 .
[11] Jatinder N. D. Gupta,et al. Neural networks in business: techniques and applications for the operations researcher , 2000, Comput. Oper. Res..
[12] Marcelo C. Medeiros,et al. What are the effects of forecasting linear time series with neural networks , 2001 .
[13] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[14] José M. Castro,et al. Identifying the Best Compromises between Multiple Performance Measures in Injection molding (im) using Data envelopment Analysis (DEA) , 2003, Trans. SDPS.
[15] G. Peter Zhang. Neural Networks in Business Forecasting , 2003 .
[16] Michael Y. Hu,et al. Forecasting with artificial neural networks: The state of the art , 1997 .
[17] PAUL J. WERBOS,et al. Generalization of backpropagation with application to a recurrent gas market model , 1988, Neural Networks.
[18] P. Young,et al. Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.
[19] Bernard Widrow,et al. Neural networks: applications in industry, business and science , 1994, CACM.
[20] Mauricio Cabrera Rios,et al. Modelling and simulation in reactive polymer processing , 2004 .
[21] Selwyn Piramuthu,et al. Using Feature Construction to Improve the Performance of Neural Networks , 1998 .
[22] Holger R. Maier,et al. Neural networks for the prediction and forecasting of water resource variables: a review of modelling issues and applications , 2000, Environ. Model. Softw..
[23] J. V. Hansen,et al. Forecasting and recombining time-series components by using neural networks , 2003, J. Oper. Res. Soc..
[24] Mauricio Cabrera-Ríos,,et al. MULTIPLE QUALITY CRITERIA OPTIMIZATION IN REACTIVE IN-MOLD COATING WITH A DATA ENVELOPMENT ANALYSIS APPROACH II: A CASE WITH MORE THAN THREE PERFORMANCE MEASURES , 2004 .
[25] Mikko Kolehmainen,et al. Evolving the neural network model for forecasting air pollution time series , 2004, Eng. Appl. Artif. Intell..
[26] Robert Fildes,et al. The accuracy of a procedural approach to specifying feedforward neural networks for forecasting , 2005, Comput. Oper. Res..
[27] Alberto Flores Rueda,et al. Computación Y Sistemas , 2022 .
[28] C. Hillermeier. Nonlinear Multiobjective Optimization: A Generalized Homotopy Approach , 2001 .
[29] Michael Y. Hu,et al. A simulation study of artificial neural networks for nonlinear time-series forecasting , 2001, Comput. Oper. Res..
[30] Kevin Mahon. The Handbook of Forecasting: A Manager's Guide , 1983 .
[31] Kurt Hornik,et al. Multilayer feedforward networks are universal approximators , 1989, Neural Networks.
[32] Geoffrey E. Hinton,et al. Learning representations by back-propagating errors , 1986, Nature.
[33] M. Kolehmainen,et al. Neural networks and periodic components used in air quality forecasting , 2001 .
[34] Christopher M. Bishop,et al. Neural networks for pattern recognition , 1995 .
[35] Martin T. Hagan,et al. Neural network design , 1995 .