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Wiam Zkhiri et al.
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Sunmin Lee et al.
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Rui Liu et al.
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Assessment of flood hazard areas at a regional scale using an index-based approach and Analytical Hierarchy Process: Application in Rhodope-Evros region, Greece
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Nektarios N. Kourgialas et al.
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2011)
The practical research on flood forecasting based on artificial neural networks
Li-Hua Feng et al.
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Implementation of a Peatland-Specific Water Budget Algorithm in HYDROTEL
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W Kron
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Advances in the application of the SWAT model for water resources management
R Jayakrishnan et al.
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The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan
L Ayalew et al.
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Artificial neural network approach to flood forecasting in the River Arno
M Campolo et al.
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Short-term inflow forecasting using an artificial neural network model
ZX Xu et al.
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Areas beneath the relative operating characteristics (ROC) and relative operating levels (ROL) curves: Statistical significance and interpretation
SJ Mason et al.
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Greedy function approximation: A gradient boosting machine
JH Friedman
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