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A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression

Yi-yang Wang, Wenchuan Wang, Kwok-wing Chau, Dong-mei Xu, Hong-fei Zang ...

Journal of Hydroinformatics (2023) 25 (6): 2561–2588.

DOI: https://doi.org/10.2166/hydro.2023.160

Date Online: 30 October 2023

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Journal Articles

Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition

Dong-mei Xu, Xiang Wang, Wen-chuan Wang, Kwok-wing Chau, Hong-fei Zang

Journal of Hydroinformatics (2023) 25 (3): 943–970.

DOI: https://doi.org/10.2166/hydro.2023.172

Date Online: 27 March 2023

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Journal Articles

Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field

Wen-chuan Wang, Yan-wei Zhao, Kwok-wing Chau, Dong-mei Xu, Chang-jun Liu

Journal of Hydroinformatics (2021) 23 (4): 724–739.

DOI: https://doi.org/10.2166/hydro.2021.135

Date Online: 29 April 2021

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Journal Articles

Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD

Wen-chuan Wang, Dong-mei Xu, Kwok-wing Chau, Shouyu Chen

Journal of Hydroinformatics (2013) 15 (4): 1377–1390.

DOI: https://doi.org/10.2166/hydro.2013.134

Date Online: 24 April 2013

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Journal Articles

Comparison of three global optimization algorithms for calibration of the Xinanjiang model parameters

Dong-mei Xu, Wen-chuan Wang, Kwok-wing Chau, Chun-tian Cheng, Shou-yu Chen

Journal of Hydroinformatics (2013) 15 (1): 174–193.

DOI: https://doi.org/10.2166/hydro.2012.053

Date Online: 21 September 2012

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Journal Articles

Calibration of Xinanjiang model parameters using hybrid genetic algorithm based fuzzy optimal model

Wen-Chuan Wang, Chun-Tian Cheng, Kwok-Wing Chau, Dong-Mei Xu

Journal of Hydroinformatics (2012) 14 (3): 784–799.

DOI: https://doi.org/10.2166/hydro.2011.027

Date Online: 07 November 2011

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NARROW

A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression

Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition

Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field

Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD

Comparison of three global optimization algorithms for calibration of the Xinanjiang model parameters

Calibration of Xinanjiang model parameters using hybrid genetic algorithm based fuzzy optimal model

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A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression

Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition

Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field

Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD

Comparison of three global optimization algorithms for calibration of the Xinanjiang model parameters

Calibration of Xinanjiang model parameters using hybrid genetic algorithm based fuzzy optimal model

Email alerts

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