Flow prediction by three back propagation techniques using k-fold partitioning of neural network training data
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[1] D. Marquardt. An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .
[2] H. Raman,et al. Multivariate modelling of water resources time series using artificial neural networks , 1995 .
[3] Kai Ming Ting,et al. Theory combination: an alternative to data combination , 1996 .
[4] H. K. Cigizoglu,et al. ESTIMATION AND FORECASTING OF DAILY SUSPENDED SEDIMENT DATA BY MULTI-LAYER PERCEPTRONS , 2004 .
[5] Michael J. Pazzani,et al. Error reduction through learning multiple descriptions , 2004, Machine Learning.
[6] Makarand Deo,et al. Real‐Time Flood Forecasting Using Neural Networks , 1998 .
[7] Jason Smith,et al. Neural-Network Models of Rainfall-Runoff Process , 1995 .
[8] Richard J. Heggen,et al. Neural Networks for River Flow Prediction , 1995 .
[9] A. Turgeon,et al. Fuzzy Learning Decomposition for the Scheduling of Hydroelectric Power Systems , 1996 .
[10] H. Kerem Cigizoglu,et al. Suspended sediment forecasting by artificial neural networks using hydro meteorological data , 2003 .
[11] Ozgur Kisi,et al. River Flow Modeling Using Artificial Neural Networks , 2004 .
[12] B. S. Thandaveswara,et al. A non-linear rainfall–runoff model using an artificial neural network , 1999 .
[13] K. P. Sudheer,et al. Discussion of “Performance of Neural Networks in Daily Streamflow Forecasting” by S. Birikundavyi, R. Labib, H. T. Trung, and J. Rousselle , 2004 .
[14] Hojjat Adeli,et al. Machine Learning: Neural Networks, Genetic Algorithms, and Fuzzy Systems , 1994 .
[15] A. Soldati,et al. River flood forecasting with a neural network model , 1999 .
[16] H. Maier,et al. The Use of Artificial Neural Networks for the Prediction of Water Quality Parameters , 1996 .
[17] Slobodan P. Simonovic,et al. Short term streamflow forecasting using artificial neural networks , 1998 .
[18] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .
[19] H. K. Cigizoglu,et al. Incorporation of ARMA models into flow forecasting by artificial neural networks , 2003 .
[21] Sharad K. Jain,et al. Development of Integrated Sediment Rating Curves Using ANNs , 2001 .
[22] Y. L. Cun. Learning Process in an Asymmetric Threshold Network , 1986 .
[23] James M. Ehrman,et al. Using neural networks to assess the influence of changing seasonal climates in modifying discharge, dissolved organic carbon, and nitrogen export in eastern Canadian rivers , 1998 .
[24] D. K. Srivastava,et al. Application of ANN for Reservoir Inflow Prediction and Operation , 1999 .