A new adaptive local linear prediction method and its application in hydrological time series.
She, Dunxian, Yang, Xiaohua (2010)
Mathematical Problems in Engineering
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She, Dunxian, Yang, Xiaohua (2010)
Mathematical Problems in Engineering
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Zhaowei, Shang, Lingfeng, Zhang, Shangjun, Ma, Bin, Fang, Taiping, Zhang (2010)
Mathematical Problems in Engineering
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Aguirre, Luis A., Letellier, Christophe (2009)
Mathematical Problems in Engineering
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S. Monira Sumi, M. Faisal Zaman, Hideo Hirose (2012)
International Journal of Applied Mathematics and Computer Science
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In the present article, an attempt is made to derive optimal data-driven machine learning methods for forecasting an average daily and monthly rainfall of the Fukuoka city in Japan. This comparative study is conducted concentrating on three aspects: modelling inputs, modelling methods and pre-processing techniques. A comparison between linear correlation analysis and average mutual information is made to find an optimal input technique. For the modelling of the rainfall, a novel hybrid...
Hristu-Varsakelis, D., Kyrtsou, C. (2008)
Discrete Dynamics in Nature and Society
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Yonghong Tan (2004)
International Journal of Applied Mathematics and Computer Science
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Nonlinear dynamic processes with time-varying time delays can often be encountered in industry. Time-delay estimation for nonlinear dynamic systems with time-varying time delays is an important issue for system identification. In order to estimate the dynamics of a process, a dynamic neural network with an external recurrent structure is applied in the modeling procedure. In the case where a delay is time varying, a useful way is to develop on-line time-delay estimation mechanisms to...
Abusham, Eimad E., Wong, E.K. (2009)
Discrete Dynamics in Nature and Society
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Dong, Ming (2010)
Mathematical Problems in Engineering
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Jitka Zichová (2011)
Acta Universitatis Carolinae. Mathematica et Physica
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Branislav Bošković, Miloš Ivić, Aleksandar Marković (2006)
The Yugoslav Journal of Operations Research
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