Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques
Author:
Affiliation:
1. Department of Civil and Structural Engineering; Hong Kong Polytechnic University, Hung Hom; Kowloon, Hong Kong China
Publisher
American Geophysical Union (AGU)
Subject
Water Science and Technology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1029/2007WR006737/fullpdf
Reference75 articles.
1. The analysis of observed chaotic data in physical systems;Abarbanel;Rev. Mod. Phys.,1993
2. Calculating the dimension of attractors from small data;Abraham;Phys. Lett. A,1986
3. Multi-model data fusion for river flow forecasting: An evaluation of six alternative methods based on two contrasting catchments;Abrahart;Hydrol. Earth Syst. Sci.,2002
4. Generalization performance of support vector machines and neural networks in runoff modeling;Behzad;Expert Syst. Appl.,2009
5. Pattern Recognition with Fuzzy Objective Function Algorithms
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