Full metadata record
DC pole | Hodnota | Jazyk |
---|---|---|
dc.contributor.author | Kanan, Hamidreza Rashidy | |
dc.contributor.author | Faez, Karim | |
dc.contributor.editor | Skala, Václav | |
dc.date.accessioned | 2013-01-24T11:38:56Z | - |
dc.date.available | 2013-01-24T11:38:56Z | - |
dc.date.issued | 2004 | |
dc.identifier.citation | WSCG '2004: Posters: The 12-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, 2.-6. February 2004, Plzen, p. 77-80. | en |
dc.identifier.isbn | 80-903100-6-0 | |
dc.identifier.uri | http://wscg.zcu.cz/wscg2004/Papers_2004_Poster/I03.pdf | |
dc.identifier.uri | http://hdl.handle.net/11025/943 | |
dc.description.abstract | Forecasting of wave height is necessary in a large number of ocean coastal activities. Recently, neural networks are used for prediction and approximation of wave heights in sea and ocean due to their great convergence rate. In this paper a cascade correlation neural network is used for prediction of wave heights at given times due to the useful capability of this network for prediction and approximation. Results of different prediction for 500 data points in cascade correlation neural network are compared with those of the M.L.P. (Multi-layer Perceptron) neural network. These results show that cascade correlation network has larger convergence rate compared with M.L.P. network. Also various simulations show that the cascade correlation network has better performance with α=0.005 (Learning-rate), sigmoid activation function for hidden units and linear activation function for output units. | en |
dc.format | 4 s. | cs |
dc.format.mimetype | application/pdf | |
dc.language.iso | en | en |
dc.publisher | UNION Agency | en |
dc.relation.ispartofseries | WSCG '2004: Posters | en |
dc.rights | © UNION Agency | cs |
dc.subject | předpověď počasí | cs |
dc.subject | výška vln | cs |
dc.subject | neuronové sítě s kaskádovou korelací | cs |
dc.title | Wave height forecasting using cascade correlation neural network | en |
dc.type | konferenční příspěvek | cs |
dc.type | conferenceObject | en |
dc.rights.access | openAccess | en |
dc.type.version | publishedVersion | en |
dc.subject.translated | forecasting | en |
dc.subject.translated | wave height | en |
dc.subject.translated | cascade correlation neural network | en |
dc.type.status | Peer-reviewed | en |
Vyskytuje se v kolekcích: | WSCG '2004: Posters |
Soubory připojené k záznamu:
Soubor | Popis | Velikost | Formát | |
---|---|---|---|---|
I03.pdf | 80,25 kB | Adobe PDF | Zobrazit/otevřít |
Použijte tento identifikátor k citaci nebo jako odkaz na tento záznam:
http://hdl.handle.net/11025/943
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