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Journal Articles

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
View articletitled, A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression View PDF for article titled, A new stable and interpretable flood forecasting model combining multi-head attention mechanism and multiple linear regression
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
View articletitled, Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition View PDF for article titled, Improved monthly runoff time series prediction using the SOA–SVM model based on ICEEMDAN–WD decomposition
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
FIGURES | View All (6)
View articletitled, Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field View PDF for article titled, Improved flood forecasting using geomorphic unit hydrograph based on spatially distributed velocity field
Journal Articles

Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty

Mohammad Ehteram, Sayed Farhad Mousavi, Hojat Karami, Saeed Farzin, Vijay P. Singh ...
Journal of Hydroinformatics (2018) 20 (2): 332–355.
DOI: https://doi.org/10.2166/hydro.2018.094
Date Online: 08 February 2018
FIGURES | View All (12)
View articletitled, Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty View PDF for article titled, Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty
Journal Articles

A novel hybrid neural network based on continuity equation and fuzzy pattern-recognition for downstream daily river discharge forecasting

Xiao-yun Chen, Kwok-wing Chau, Wen-chuan Wang
Journal of Hydroinformatics (2015) 17 (5): 733–744.
DOI: https://doi.org/10.2166/hydro.2015.095
Date Online: 27 February 2015
FIGURES | View All (8)
View articletitled, A novel hybrid neural network based on continuity equation and fuzzy pattern-recognition for downstream daily river discharge forecasting View PDF for article titled, A novel hybrid neural network based on continuity equation and fuzzy pattern-recognition for downstream daily river discharge forecasting
Journal Articles

Neural network river forecasting with multi-objective fully informed particle swarm optimization

Riccardo Taormina, Kwok-wing Chau
Journal of Hydroinformatics (2015) 17 (1): 99–113.
DOI: https://doi.org/10.2166/hydro.2014.116
Date Online: 15 July 2014
FIGURES | View All (7)
View articletitled, Neural network river forecasting with multi-objective fully informed particle swarm optimization View PDF for article titled, Neural network river forecasting with multi-objective fully informed particle swarm optimization
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
View articletitled, Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD View PDF for article titled, Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD
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
View articletitled, Comparison of three global optimization algorithms for calibration of the Xinanjiang model parameters View PDF for article titled, Comparison of three global optimization algorithms for calibration of the Xinanjiang model parameters
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
View articletitled, Calibration of Xinanjiang model parameters using hybrid genetic algorithm based fuzzy optimal model View PDF for article titled, Calibration of Xinanjiang model parameters using hybrid genetic algorithm based fuzzy optimal model
Journal Articles

Data mining and multivariate statistical analysis for ecological system in coastal waters

Kwok-wing Chau, Nitin Muttil
Journal of Hydroinformatics (2007) 9 (4): 305–317.
DOI: https://doi.org/10.2166/hydro.2007.003
Date Online: 01 October 2007
View articletitled, Data mining and multivariate statistical analysis for ecological system in coastal waters View PDF for article titled, Data mining and multivariate statistical analysis for ecological system in coastal waters