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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：6/0  |  提交时间：2020/05/22
genetic algorithm  stationarization  stochastic model  periodic term  rainfall forecasting  
Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2018, 卷号: 32, 期号: 6, 页码: 1683-1697
作者:  Ghorbani, Mohammad Ali;  Deo, Ravinesh C.;  Karimi, Vahid;  Yaseen, Zaher Mundher;  Terzi, Ozlem
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/29
MLP  Firefly algorithm  Hybrid model  Lake Egirdir  Water level  
Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2016, 卷号: 542, 页码: 603-614
作者:  Yaseen, Zaher Mundher;  Jaafar, Othman;  Deo, Ravinesh C.;  Kisi, Ozgur;  Adamowski, Jan;  Quilty, John;  El-Shafie, Ahmed
Adobe PDF(1369Kb)  |  收藏  |  浏览/下载：14/3  |  提交时间：2019/11/29
Extreme learning machine  Stream:flow forecasting  Support vector regression  Generalized regression neural network  Semi-arid  Iraq