scholarly journals Storm-surge prediction at the Tanshui estuary: development model for maximum storm surges

2013 ◽  
Vol 1 (6) ◽  
pp. 7333-7356 ◽  
Author(s):  
C.-P. Tsai ◽  
C.-Y. You ◽  
C.-Y. Chen
Keyword(s):  
Neural Network ◽  
Time Series ◽  
Time Series Data ◽  
Storm Surges ◽  
Development Model ◽  
Series Data ◽  
Multilayer Perception ◽  
Optimum Parameters ◽  
Network Methods ◽  
Upstream Station

Abstract. This study applies artificial networks, including both the supervised multilayer perception neural network and the radial basis function neural network to the prediction of storm-surges at the Tanshui estuary in Taiwan. The optimum parameters for the prediction of the maximum storm-surges based on 22 previous sets of data are discussed. Two different neural network methods are adopted to build models for the prediction of storm surges and the importance of each factor is also discussed. The factors relevant to the maximum storm surges, including the pressure difference, maximum wind speed and wind direction at the Tanshui Estuary and the flow rate at the upstream station, are all investigated. These good results can further be applied to build a neural network model for prediction of storm surges with time series data.

scholarly journals Some applications of neural networks in microwave modeling

2003 ◽  
Vol 13 (1) ◽  
pp. 39-46 ◽  
Author(s):  
Bratislav Milovanovic ◽  
Vera Markovic ◽  
Zlatica Marinkovic ◽  
Zoran Stankovic
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Multilayer Perception ◽  
Active Structures ◽  
Knowledge Based ◽  
Advanced Knowledge

This paper presents some applications of neural networks in the microwave modeling. The applications are related to modeling of either passive or active structures and devices. Modeling is performed using not only simple multilayer perception network (MLP) but also advanced knowledge based neural network (KBNN) structures.

Domestic Multispectral Image Classification Based on Multilayer Perception Convolutional Neural Network

2020 ◽  
Vol 40 (15) ◽  
pp. 1528003
Author(s):  
朱瑞飞 Zhu Ruifei ◽  
马经宇 Ma Jingyu ◽  
李竺强 Li Zhuqiang ◽  
王栋 Wang Dong ◽  
安源 An Yuan ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Image Classification ◽  
Multispectral Image ◽  
Multilayer Perception

Coupling of Rural Road Network's Spatial Pattern and Landform Morphological Factors by Multilayer Perception Neural Network

2012 ◽  
Vol 10 (1) ◽  
pp. 168-176
Author(s):  
Shichao Zhang ◽  
Chaofu Wei ◽  
Hui Shang ◽  
Jing'an Shao
Keyword(s):  
Neural Network ◽  
Spatial Pattern ◽  
Multilayer Perception ◽  
Rural Road

Mobile Agent Security Using Lagrange Interpolation with Multilayer Perception Neural Network

2021 ◽  
pp. 290-302
Author(s):  
Pradeep Kumar ◽  
Niraj Singhal ◽  
Mohammad Asim ◽  
Ajay Kumar ◽  
Mahboob Alam
Keyword(s):  
Neural Network ◽  
Mobile Agent ◽  
Lagrange Interpolation ◽  
Multilayer Perception ◽  
Mobile Agent Security

Autofluorescence spectroscopy of oral leukoplakia using an artificial neural network

2000 ◽  
Vol 25 (4) ◽  
pp. 325-325
Author(s):  
J.L.N. Roodenburg ◽  
H.J. Van Staveren ◽  
N.L.P. Van Veen ◽  
O.C. Speelman ◽  
J.M. Nauta ◽  
...  
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Oral Leukoplakia ◽  
Autofluorescence Spectroscopy ◽  
Artificial Neural
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