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Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：40/0  |  提交时间：2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2020, 卷号: 65, 期号: 7, 页码: 1145-1157
作者:  Salih, Sinan Q.;  Sharafati, Ahmad;  Ebtehaj, Isa;  Sanikhani, Hadi;  Siddique, Ridwan;  Deo, Ravinesh C.;  Bonakdari, Hossein;  Shahid, Shamsuddin;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：23/0  |  提交时间：2020/05/22
genetic algorithm  stationarization  stochastic model  periodic term  rainfall forecasting  
Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS. 出版年: 2020, 卷号: 14, 期号: 1, 页码: 70-89
作者:  Yaseen, Zaher Mundher;  Al-Juboori, Anas Mahmood;  Beyaztas, Ufuk;  Al-Ansari, Nadhir;  Chau, Kwok-Wing;  Qi, Chongchong;  Ali, Mumtaz;  Salih, Sinan Q.;  Shahid, Shamsuddin
收藏  |  浏览/下载：18/0  |  提交时间：2020/03/23
evaporation  predictive model  machine learning  arid and semi-arid regions  best input combination  
Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2019, 卷号: 573, 页码: 1-12
作者:  Al-Sudani, Zainab Abdulelah;  Salih, Sinan Q.;  Sharafati, Ahmad;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
MARS-DE  Streamflow simulation  Semi-arid environment  Antecedent values