Predictor selection method for the construction of support vector machine (SVM)‐based typhoon rainfall forecasting models using a non‐dominated sorting genetic algorithm
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[1] Shi Zhong-ke,et al. Overview of multi-objective optimization methods , 2004 .
[2] Vladimir V. Nikolic,et al. Multi-method Modeling Framework for Support of Integrated Water Resources Management , 2015, Environmental Processes.
[3] G. Powers,et al. A Description of the Advanced Research WRF Version 3 , 2008 .
[4] M. Janga Reddy,et al. Multiobjective Differential Evolution with Application to Reservoir System Optimization , 2007 .
[5] Amin Rasekh,et al. Risk-Cost Optimization of Hydraulic Structures: Methodology and Case Study , 2010 .
[6] J. Salas,et al. Forecasting of short-term rainfall using ARMA models , 1993 .
[7] N. J. Ferreira,et al. Artificial neural network technique for rainfall forecasting applied to the São Paulo region , 2005 .
[8] Mukand S. Babel,et al. Using the mutual information technique to select explanatory variables in artificial neural networks for rainfall forecasting , 2015 .
[9] David W. Coit,et al. Multi-objective optimization using genetic algorithms: A tutorial , 2006, Reliab. Eng. Syst. Saf..
[10] Reza Kerachian,et al. A stochastic conflict resolution model for trading pollutant discharge permits in river systems , 2009, Environmental monitoring and assessment.
[11] Patrick M. Reed,et al. Striking the Balance: Long-Term Groundwater Monitoring Design for Conflicting Objectives , 2004 .
[12] Gwo-Fong Lin,et al. A systematic approach to the input determination for neural network rainfall–runoff models , 2008 .
[13] Sanjeev S. Tambe,et al. Prediction of all India summer monsoon rainfall using error-back-propagation neural networks , 1997 .
[14] Shie-Yui Liong,et al. Alternative Decision Making in Water Distribution Network with NSGA-II , 2006 .
[15] Gwo-Fong Lin,et al. Development of an effective data-driven model for hourly typhoon rainfall forecasting , 2013 .
[16] Jose D. Salas,et al. On parameter estimation of temporal rainfall models , 1987 .
[17] Nitin K. Tripathi,et al. An artificial neural network model for rainfall forecasting in Bangkok, Thailand , 2008 .
[18] Jenq-Tzong Shiau. Optimization of Reservoir Hedging Rules Using Multiobjective Genetic Algorithm , 2009 .
[19] Surajit Chattopadhyay. Feed forward Artificial Neural Network model to predict the average summer-monsoon rainfall in India , 2006, nlin/0609014.
[20] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[21] Kalyanmoy Deb,et al. A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..
[22] John W. Labadie,et al. Worth of short‐term rainfall forecasting for combined sewer overflow control , 1981 .
[23] Gwo-Fong Lin,et al. Ensemble forecasting of typhoon rainfall and floods over a mountainous watershed in Taiwan , 2013 .
[24] J. Yazdi,et al. A Simulation-Based Optimization Model for Flood Management on a Watershed Scale , 2012, Water Resources Management.
[25] Pao-Shan Yu,et al. Pruning of support vector networks on flood forecasting , 2007 .
[26] Kurt Fedra,et al. River Basin Management: What do we Really Want? , 2015, Environmental Processes.
[27] S. Murty Bhallamudi,et al. Non-Uniform Flow Effect on Optimal Waste Load Allocation in Rivers , 2006 .
[28] S. Murty Bhallamudi,et al. Multiobjective Optimal Waste Load Allocation Models for Rivers Using Nondominated Sorting Genetic Algorithm-II , 2006 .
[29] Gwo-Fong Lin,et al. Effective forecasting of hourly typhoon rainfall using support vector machines , 2009 .
[30] Pao-Shan Yu,et al. Integration of Physiographic Drainage-Inundation Model and Nondominated Sorting Genetic Algorithm for Detention-Pond Optimization , 2015 .
[31] Tsun-Hua Yang,et al. Applying micro-genetic algorithm in the one-dimensional unsteady hydraulic model for parameter optimization , 2014 .
[32] Pao-Shan Yu,et al. Statistical downscaling of daily precipitation using support vector machines and multivariate analysis , 2010 .