Browsing by Subject "neural network"
Now showing items 1-6 of 6
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Estimation of mean grain size of seafloor sediments using neural network
(Springer, 2012)The feasibility of an artificial neural network based approach is investigated to estimate the values of mean grain size of seafloor sediments using four dominant echo features, extracted from acoustic backscatter data. ... -
Hybrid genetic algorithm tuned support vector machine regression for wave transmission prediction of horizontally interlaced multilayer moored floating pipe breakwater
(Centre for Infrastructure Engineering and Safety; Sydney; Australia, 2011)Support Vector Machine (SVM) works on structural risk minimization principle that has greater generalization ability and is superior to the empirical risk minimization principle as adopted in conventional neural network ... -
Ocean wave prediction using numerical and neural network models
(Bentham Open, 2010)This paper presents an overview of the development of the numerical wave prediction models and recently used neural networks for ocean wave hindcasting and forecasting. The numerical wave models express the physical concepts ... -
Sea surface temperature changes during May and August in the western Arabian Sea over the last 22 kyr: Implications as to shifting of the upwelling season
(Elsevier, 2011)In the western Arabian Sea (WAS), the highest seasonal sea surface temperature (SST) difference presently occurs between May and August. In order to gain an understanding on how monsoonal upwelling modulates the SST ... -
Stability prediction of berm breakwater using neural network
(Dubai Municipality, 2008)In the present study, an artificial neural network method has been applied to predict the stability of berm breakwaters. Four neural network models are constructed based on the parameters which influence the stability of ... -
Wave transmission prediction of multilayer floating breakwater using neural network
(IIT; Madras, 2009)In the present study, an artificial neural network method has been applied for wave transmission prediction of multilayer floating breakwater. Two neural network models are constructed based on the parameters which influence ...