Downscaling global weather forecast outputs using ANN for flood prediction.
Do Hoai, Nam, Udo, Keiko, Mano, Akira (2011)
Journal of Applied Mathematics
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Displaying similar documents to “Dynamical models for computer viruses propagation.”
Downscaling global weather forecast outputs using ANN for flood prediction.
A rainfall forecasting method using machine learning models and its application to the Fukuoka city case
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...
Modeling insulin-glucose dynamics during insulin induced hypoglycemia. Evaluation of glucose counterregulation.
Kovatchev, Boris P., Farhy, Leon S., Cox, Daniel J., Straume, Martin, Yankov, Vladimir I., Gonder-Frederick, Linda A., Clarke, William L. (1999)
Journal of Theoretical Medicine
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Stacked heterogeneous neural networks for time series forecasting.
Leon, Florin, Zaharia, Mihai Horia (2010)
Mathematical Problems in Engineering
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Hysteresis nonlinearity identification using new Preisach model-based artificial neural network approach.
Zakerzadeh, Mohammad Reza, Firouzi, Mohsen, Sayyaadi, Hassan, Shouraki, Saeed Bagheri (2011)
Journal of Applied Mathematics
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Incomplete time series prediction using max-margin classification of data with absent features.
Zhaowei, Shang, Lingfeng, Zhang, Shangjun, Ma, Bin, Fang, Taiping, Zhang (2010)
Mathematical Problems in Engineering
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Modeling nonlinear dynamics and chaos: a review.
Aguirre, Luis A., Letellier, Christophe (2009)
Mathematical Problems in Engineering
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Research of financial early-warning model on evolutionary support vector machines based on genetic algorithms.
Zhang, Zuoquan, Lang, Fan, Zhao, Qin (2009)
Discrete Dynamics in Nature and Society
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A tutorial on nonlinear time-series data mining in engineering asset health and reliability prediction: concepts, models, and algorithms.
Dong, Ming (2010)
Mathematical Problems in Engineering
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Automation of the Moving Objects Movement Prediction Process Independent of the Application Area
Ivana Nižetić, Krešimir Fertalj (2010)
Computer Science and Information Systems
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Stimulus, expectations, desires and response strategies: The building blocks of nonlinear interaction dynamics.
Dendrinos, Dimitrios S. (2002)
Discrete Dynamics in Nature and Society
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Population growth and environment as a self-organizing system.
Allen, Peter M. (1999)
Discrete Dynamics in Nature and Society
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