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1

An enhanced extreme learning machine model for river flow forecasting: state-of-the-art, practical applications in water resource engineering area and future research direction

Yaseen, Zaher Mundher, Sulaiman, Sadeq Oleiwi, Deo, Ravinesh C, Chau, Kwok-Wing

Journal:

Journal of Hydrology

Year:

2018

Language:

english

File:

PDF, 133 KB

english, 2018

2

Flood Prediction Using Machine Learning Models: Literature Review

Mosavi, Amir, Ozturk, Pinar, Chau, Kwok-wing

Journal:

Year:

2018

Language:

english

File:

PDF, 3.11 MB

english, 2018

3

Combined life cycle assessment and artificial intelligence for prediction of output energy and environmental impacts of sugarcane production

Kaab, Ali, Sharifi, Mohammad, Mobli, Hossein, Nabavi-Pelesaraei, Ashkan, Chau, Kwok-wing

Journal:

Science of The Total Environment

Year:

2019

Language:

english

File:

PDF, 4.05 MB

english, 2019

4

A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series

Wen-Chuan Wang, Kwok-Wing Chau, Chun-Tian Cheng, Lin Qiu

Journal:

Journal of Hydrology

Year:

2009

Language:

english

File:

PDF, 1.47 MB

english, 2009

5

Numerical simulation of the effects of building dimensional variation on wind pressure distribution

Mou, Ben, He, Bao-Jie, Zhao, Dong-Xue, Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2017

Language:

english

File:

PDF, 4.54 MB

english, 2017

6

Limiting factors for biogas production from cow manure: energo-environmental approach

Jafari-Sejahrood, Abuzar, Najafi, Bahman, Faizollahzadeh Ardabili, Sina, Shamshirband, Shahaboddin, Mosavi, Amir, Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2019

Language:

english

File:

PDF, 2.77 MB

english, 2019

7

Energy-Life cycle assessment on applying solar technologies for greenhouse strawberry production

Hosseini-Fashami, Fatemeh, Motevali, Ali, Nabavi-Pelesaraei, Ashkan, Hashemi, Seyyed Jafar, Chau, Kwok-wing

Journal:

Renewable and Sustainable Energy Reviews

Year:

2019

Language:

english

File:

PDF, 15.85 MB

english, 2019

8

Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon

Taormina, Riccardo, Chau, Kwok-wing, Sethi, Rajandrea

Journal:

Engineering Applications of Artificial Intelligence

Year:

2012

Language:

english

File:

PDF, 657 KB

english, 2012

9

Modeling of energy consumption and environmental life cycle assessment for incineration and landfill systems of municipal solid waste management - A case study in Tehran Metropolis of Iran

Nabavi-Pelesaraei, Ashkan, Bayat, Reza, Hosseinzadeh-Bandbafha, Homa, Afrasyabi, Hadi, Chau, Kwok-wing

Journal:

Journal of Cleaner Production

Year:

2017

Language:

english

File:

PDF, 1.40 MB

english, 2017

10

Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran

Moazenzadeh, Roozbeh, Mohammadi, Babak, Shamshirband, Shahaboddin, Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2018

Language:

english

File:

PDF, 2.85 MB

english, 2018

11

Forecasting pan evaporation with an integrated artificial neural network quantum-behaved particle swarm optimization model: a case study in Talesh, Northern Iran

Ali Ghorbani, Mohammad, Kazempour, Reza, Chau, Kwok-Wing, Shamshirband, Shahaboddin, Taherei Ghazvinei, Pezhman

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2018

Language:

english

File:

PDF, 2.82 MB

english, 2018

12

A numerical and experimental study on the energy efficiency of a regenerative Heat and Mass Exchanger utilizing the counter-flow Maisotsenko cycle

Ez Abadi, Ali Mohammad, Sadi, Meisam, Farzaneh-Gord, Mahmood, Ahmadi, Mohammad Hossein, Kumar, Ravinder, Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2020

Language:

english

File:

PDF, 2.69 MB

english, 2020

13

Yin-Yang Firefly Algorithm Based on Dimensionally Cauchy Mutation

Wang, Wen-chuan, Xu, Lei, Chau, Kwok-wing, Xu, Dong-mei

Journal:

Expert Systems with Applications

Year:

2020

Language:

english

File:

PDF, 8.02 MB

english, 2020

14

Predicting Standardized Streamflow index for hydrological drought using machine learning models

Shamshirband, Shahabbodin, Hashemi, Sajjad, Salimi, Hana, Samadianfard, Saeed, Asadi, Esmaeil, Shadkani, Sadra, Kargar, Katayoun, Mosavi, Amir, Nabipour, Narjes, Chau, Kwok-Wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2020

Language:

english

File:

PDF, 2.67 MB

english, 2020

15

A new indirect multi-step-ahead prediction model for a long-term hydrologic prediction

Chun-Tian Cheng, Jing-Xin Xie, Kwok-Wing Chau, Mehdi Layeghifard

Journal:

Journal of Hydrology

Year:

2008

Language:

english

File:

PDF, 470 KB

english, 2008

16

A review on integration of artificial intelligence into water quality modelling

Journal:

Marine Pollution Bulletin

Year:

2006

Language:

english

File:

PDF, 154 KB

english, 2006

17

Operation challenges for fast-growing China's hydropower systems and respondence to energy saving and emission reduction

Chun-Tian Cheng, Jian-Jian Shen, Xin-Yu Wu, Kwok-wing Chau

Journal:

Renewable and Sustainable Energy Reviews

Year:

2012

Language:

english

File:

PDF, 481 KB

english, 2012

18

China׳s small hydropower and its dispatching management

Cheng, Chuntian, Liu, Benxi, Chau, Kwok-Wing, Li, Gang, Liao, Shengli

Journal:

Renewable and Sustainable Energy Reviews

Year:

2015

Language:

english

File:

PDF, 2.40 MB

english, 2015

19

Neural network river forecasting through baseflow separation and binary-coded swarm optimization

Taormina, Riccardo, Chau, Kwok-Wing, Sivakumar, Bellie

Journal:

Journal of Hydrology

Year:

2015

Language:

english

File:

PDF, 928 KB

english, 2015

20

Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

Taormina, Riccardo, Chau, Kwok-Wing

Journal:

Journal of Hydrology

Year:

2015

Language:

english

File:

PDF, 1.77 MB

english, 2015

21

Prophesying egg production based on energy consumption using multi-layered adaptive neural fuzzy inference system approach

Sefeedpari, Paria, Rafiee, Shahin, Akram, Asadollah, Chau, Kwok-wing, Pishgar-Komleh, Seyyed Hassan

Journal:

Computers and Electronics in Agriculture

Year:

2016

Language:

english

File:

PDF, 1.64 MB

english, 2016

22

The Annual Maximum Flood Peak Discharge Forecasting Using Hermite Projection Pursuit Regression with SSO and LS Method

Wang, Wen-chuan, Chau, Kwok-wing, Xu, Dong-mei, Qiu, Lin, Liu, Can-can

Journal:

Water Resources Management

Year:

2017

Language:

english

File:

PDF, 785 KB

english, 2017

23

Life cycle assessment of canola edible oil production in Iran: a case study in Isfahan Province

Khanali, Majid, Mousavi, Seyyed Ali, Sharifi, Mohammad, Nasab, Forough Keyhani, Chau, Kwok-wing

Journal:

Journal of Cleaner Production

Year:

2018

Language:

english

File:

PDF, 2.05 MB

english, 2018

24

Experimental and computational fluid dynamics-based numerical simulation of using natural gas in a dual-fueled diesel engine

Akbarian, Eivaz, Najafi, Bahman, Jafari, Mohsen, Faizollahzadeh Ardabili, Sina, Shamshirband, Shahaboddin, Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2018

Language:

english

File:

PDF, 6.25 MB

english, 2018

25

Bat algorithm for dam–reservoir operation

Ethteram, Mohammad, Mousavi, Sayed-Farhad, Karami, Hojat, Farzin, Saeed, Deo, Ravinesh, Othman, Faridah Binti, Chau, Kwok-wing, Sarkamaryan, Saeed, Singh, Vijay P., El-Shafie, Ahmed

Journal:

Environmental Earth Sciences

Year:

2018

Language:

english

File:

PDF, 4.42 MB

english, 2018

26

Use of Meta-Heuristic Techniques in Rainfall-Runoff Modelling

Chau, Kwok-wing

Journal:

Year:

2017

Language:

english

File:

PDF, 163 KB

english, 2017

27

Parallel chance-constrained dynamic programming for cascade hydropower system operation

Liu, Benxi, Cheng, Chuntian, Wang, Sen, Liao, Shengli, Chau, Kwok-Wing, Wu, Xinyu, Li, Weidong

Journal:

Year:

2018

Language:

english

File:

PDF, 3.69 MB

english, 2018

28

Effect of river flow on the quality of estuarine and coastal waters using machine learning models

Alizadeh, Mohamad Javad, Kavianpour, Mohamad Reza, Danesh, Malihe, Adolf, Jason, Shamshirband, Shahabbodin, Chau, Kwok-Wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2018

Language:

english

File:

PDF, 2.80 MB

english, 2018

29

Forecasting Safe Distance of a Pumping Well for Effective Riverbank Filtration

Shende, Sachin, Chau, Kwok-Wing

Journal:

Journal of Hazardous Toxic and Radioactive Waste

Year:

2019

Language:

english

File:

PDF, 738 KB

english, 2019

30

Modeling monthly pan evaporation using wavelet support vector regression and wavelet artificial neural networks in arid and humid climates

Qasem, Sultan Noman, Samadianfard, Saeed, Kheshtgar, Salar, Jarhan, Salar, Kisi, Ozgur, Shamshirband, Shahaboddin, Chau, Kwok-Wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2019

Language:

english

File:

PDF, 2.94 MB

english, 2019

31

Towards experimental and modeling study of heat transfer performance of water- SiO 2 nanofluid in quadrangular cross-section channels

Baghban, Alireza, Sasanipour, Jafar, Pourfayaz, Fathollah, Ahmadi, Mohammad Hossein, Kasaeian, Alibakhsh, Chamkha, Ali J., Oztop, Hakan F., Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2019

Language:

english

File:

PDF, 4.76 MB

english, 2019

32

Numerical simulation of pressure pulsation effects of a snubber in a CNG station for increasing measurement accuracy

Farzaneh-Gord, Mahmood, Faramarzi, Mostafa, Ahmadi, Mohammad Hossein, Sadi, Meisam, Shamshirband, Shahaboddin, Mosavi, Amir, Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2019

Language:

english

File:

PDF, 5.90 MB

english, 2019

33

A numerical and experimental study on the energy efficiency of a regenerative Heat and Mass Exchanger utilizing the counter-flow Maisotsenko cycle

Ez Abadi, Ali Mohammad, Sadi, Meisam, Farzaneh-Gord, Mahmood, Ahmadi, Mohammad Hossein, Kumar, Ravinder, Chau, Kwok-wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2020

File:

PDF, 2.69 MB

2020

34

Modeling natural gas compressibility factor using a hybrid group method of data handling

Hemmati-Sarapardeh, Abdolhossein, Hajirezaie, Sassan, Soltanian, Mohamad Reza, Mosavi, Amir, Nabipour, Narjes, Shamshirband, Shahaboddin, Chau, Kwok-Wing

Journal:

Engineering Applications of Computational Fluid Mechanics

Year:

2020

File:

PDF, 2.33 MB

2020

35

Exergoenvironmental damages assessment of horticultural crops using ReCiPe2016 and cumulative exergy demand frameworks

Mostashari-Rad, Fatemeh, Ghasemi-Mobtaker, Hassan, Taki, Morteza, Ghahderijani, Mohammad, Kaab, Ali, Chau, Kwok-wing, Nabavi-Pelesaraei, Ashkan

Journal:

Journal of Cleaner Production

Year:

2021

File:

PDF, 16.70 MB

2021

36

Palmprint identification using restricted fusion

Wei Jia, Bin Ling, Kwok-Wing Chau, Laurent Heutte

Journal:

Applied Mathematics and Computation

Year:

2008

Language:

english

File:

PDF, 283 KB

english, 2008

37

A new image thresholding method based on Gaussian mixture model

Zhi-Kai Huang, Kwok-Wing Chau

Journal:

Applied Mathematics and Computation

Year:

2008

Language:

english

File:

PDF, 803 KB

english, 2008

38

Machine-learning paradigms for selecting ecologically significant input variables

Nitin Muttil, Kwok-Wing Chau

Journal:

Engineering Applications of Artificial Intelligence

Year:

2007

Language:

english

File:

PDF, 361 KB

english, 2007

39

A Broadly Adaptive Array of Dose-Constraint Templates for Planning of Intensity-Modulated Radiation Therapy for Advanced T-Stage Nasopharyngeal Carcinoma

Ricky Ming-Chun Chau, Sing-Fai Leung, Michael Koon-Ming Kam, Kin-Yin Cheung, Wing-Hon Kwan, Kwok-Hung Yu, Kwok-Wing Chiu, Michael Lok-Man Cheung, Anthony Tak-Cheung Chan

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2009

Language:

english

File:

PDF, 231 KB

english, 2009

40

Short-Term Hydroscheduling with Discrepant Objectives Using Multi-Step Progressive Optimality Algorithm

Chuntian Cheng, Jianjian Shen, Xinyu Wu, Kwok-wing Chau

Journal:

JAWRA Journal of the American Water Resources Association

Year:

2012

Language:

english

File:

PDF, 505 KB

english, 2012

41

Using support vector machines for long-term discharge prediction

LIN, JIAN-YI, CHENG, CHUN-TIAN, CHAU, KWOK-WING

Journal:

Hydrological Sciences Journal

Year:

2006

Language:

english

File:

PDF, 1.08 MB

english, 2006

42

Parallel discrete differential dynamic programming for multireservoir operation

Cheng, Chuntian, Wang, Sen, Chau, Kwok-Wing, Wu, Xinyu

Journal:

Environmental Modelling & Software

Year:

2014

Language:

english

File:

PDF, 2.53 MB

english, 2014

43

Assessment of River Water Quality Based on Theory of Variable Fuzzy Sets and Fuzzy Binary Comparison Method

Wen-chuan Wang,Dong-mei Xu,Kwok-wing Chau,Guan-jun Lei

Journal:

Water Resources Management

Year:

2014

Language:

english

File:

PDF, 310 KB

english, 2014

44

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - A Hybrid HMM/ANN Based Approach for Online Signature Verification

Quan, Zhong-Hua, Huang, De-Shuang, Liu, Kun-Hong, Chau, Kwok-Wing

Year:

2007

Language:

english

File:

PDF, 943 KB

english, 2007

45

Improving forecasting accuracy of medium and long-term runoff using artificial neural network based on EEMD decomposition

Wang, Wen-chuan, Chau, Kwok-wing, Qiu, Lin, Chen, Yang-bo

Journal:

Environmental Research

Year:

2015

Language:

english

File:

PDF, 1.38 MB

english, 2015

46

A comparison of various artificial intelligence approaches performance for estimating suspended sediment load of river systems: a case study in United States

Olyaie, Ehsan, Banejad, Hossein, Chau, Kwok-Wing, Melesse, Assefa M.

Journal:

Environmental Monitoring and Assessment

Year:

2015

Language:

english

File:

PDF, 2.75 MB

english, 2015

47

Improving Forecasting Accuracy of Annual Runoff Time Series Using ARIMA Based on EEMD Decomposition

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

Journal:

Water Resources Management

Year:

2015

Language:

english

File:

PDF, 2.02 MB

english, 2015

48

Erratum to: A comparison of various artificial intelligence approaches performance for estimating suspended sediment load of river systems: a case study in United States

Olyaie, Ehsan, Banejad, Hossein, Chau, Kwok-Wing, Melesse, Assefa M.

Journal:

Environmental Monitoring and Assessment

Year:

2015

Language:

english

File:

PDF, 673 KB

english, 2015

49

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

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

Journal:

Journal of Hydroinformatics

Year:

2012

Language:

english

File:

PDF, 716 KB

english, 2012

50

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

Taormina, Riccardo, Chau, Kwok-wing

Journal:

Journal of Hydroinformatics

Year:

2015

Language:

english

File:

PDF, 506 KB

english, 2015

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