| Naslov: | Estimating piping potential in earth dams and levees using generalized neural networks |
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| Avtorji: | ID Xue, Xinhua (Avtor)
ID Yang, Xingguo (Avtor)
ID Chen, Xin (Avtor)
ID Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo Univerze v Mariboru (Lastnik avtorskih pravic) |
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| Datoteke: |  Acta_geotechnica_Slovenica_2014_Xue,_Yang,_Chen_Estimating_piping_potential_in_earth_dams_and_levees_using_generalized_neural_networks.pdf (463,20 KB)
MD5: 835D1285CC337BF58D62EE26E8D61BBA
PID: 20.500.12556/dkum/72ff9e96-7b0f-4967-9251-4574488cdcdb
 http://fgserver3.fg.um.si/journal-ags/2014-2/article-5.asp
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| Jezik: | Angleški jezik |
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| Vrsta gradiva: | Znanstveno delo |
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| Tipologija: | 1.01 - Izvirni znanstveni članek |
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| Organizacija: | FGPA - Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo
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| Opis: | Internal erosion and piping in embankments and their foundations is the main cause of failures and accidents to embankment dams. To estimate the risks of dam failure phenomenon, it is necessary to understand this phenomenon and to develop scientifically derived analytical models that are simpler, easier to implement, and more accurate than traditional methods for evaluation of piping potential. In this study, a generalized regression neural network (GRNN) technique has been applied for the assessment of piping potential, as well, due to its ability to fit complex nonlinear models. The performance of GRNN has been cross validated using the k-fold cross validation method technique. The GRNN model is found to have very good predictive ability and is expected to be very reliable for evaluation of piping potential. |
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| Ključne besede: | piping, generalized neural network, cross validation, BP neural network |
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| Status publikacije: | Objavljeno |
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| Verzija publikacije: | Objavljena publikacija |
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| Leto izida: | 2014 |
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| Št. strani: | str. 59-69 |
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| Številčenje: | Letn. 11, št. 2 |
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| PID: | 20.500.12556/DKUM-70823  |
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| ISSN: | 1854-0171 |
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| UDK: | 624.159.2 |
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| COBISS.SI-ID: | 281015808 |
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| ISSN pri članku: | 1854-0171 |
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| NUK URN: | URN:SI:UM:DK:WAUUJKOD |
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| Avtorske pravice: | Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo Univerze v Mariboru |
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| Datum objave v DKUM: | 14.06.2018 |
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| Število ogledov: | 1394 |
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| Število prenosov: | 85 |
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| Metapodatki: |    |
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| Področja: | Ostalo
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