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Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 92500-92515
作者:  Aoulmi, Yamina;  Marouf, Nadir;  Amireche, Mohamed;  Kisi, Ozgur;  Shubair, Raed M.;  Keshtegar, Behrooz
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
Predictive models  Artificial neural networks  Genetic algorithms  Data models  Training  Computational modeling  Optimization  Rainfall-runoff models  artificial neural network (ANN)  genetic algorithms (GA)  particle swarm optimization (PSO)  firefly algorithm (FFA)  improved particle swarm optimization (IPSO)  Seybouse watershed  semi-arid region  
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2021, 卷号: 185
作者:  Bayatvarkeshi, Maryam;  Bhagat, Suraj Kumar;  Mohammadi, Kourosh;  Kisi, Ozgur;  Farahani, M.;  Hasani, A.;  Deo, Ravinesh;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/29
Agricultural sustainability  Air temperature  Artificial neural networks  Co-active neuro-fuzzy inference systems  Soil temperature  Machine learning  
A new wavelet conjunction approach for estimation of relative humidity: wavelet principal component analysis combined with ANN 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2020, 卷号: 32, 期号: 9, 页码: 4989-5000
作者:  Bayatvarkeshi, Maryam;  Mohammadi, Kourosh;  Kisi, Ozgur;  Fasihi, Rojin
收藏  |  浏览/下载：1/0  |  提交时间：2020/05/22
Relative humidity  Estimation  Principal component analysis  Wavelet transform  ANN  
Evolutionary support vector machine for evapotranspiration estimation (case study: Haji Abad region, Hormozgan province) 期刊论文
发表期刊: DESALINATION AND WATER TREATMENT. 出版年: 2018, 卷号: 111, 页码: 183-191
作者:  Mohamrnadrezapour, Omolbani;  Moradi, Abolfath;  Kisi, Ozgur;  Sharifazari, Salman
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Evapotranspiration  Lysimetric data  Estimation  SVM  Genetic algorithm  ANN  
Daily Mean Streamflow Prediction in Perennial and Non-Perennial Rivers Using Four Data Driven Techniques 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2017, 卷号: 31, 期号: 15, 页码: 4855-4874
作者:  Abdollahi, Sajjad;  Raeisi, Jalil;  Khalilianpour, Mohammadreza;  Ahmadi, Farshad;  Kisi, Ozgur
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Artificial neural networks  Genetic expressing programming perennial and non-perennial rivers  Streamflow prediction  Wavelet analysis  
An investigation on generalization ability of artificial neural networks and M5 model tree in modeling reference evapotranspiration 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2016, 卷号: 126, 期号: 3-4, 页码: 413-425
作者:  Kisi, Ozgur;  Kilic, Yasin
Adobe PDF(1724Kb)  |  收藏  |  浏览/下载：16/2  |  提交时间：2019/11/29
Modeling and comparison of hourly photosynthetically active radiation in different ecosystems 期刊论文
发表期刊: RENEWABLE & SUSTAINABLE ENERGY REVIEWS. 出版年: 2016, 卷号: 56, 页码: 436-453
作者:  Wang, Lunche;  Kisi, Ozgur;  Zounemat-Kermani, Mohammad;  Hu, Bo;  Gong, Wei
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Photosynthetically active radiation  Ecosystems  Artificial Neural Networks  Model accuracy  Comparison  Meteorological variables  China  
Extreme Learning Machines: A new approach for prediction of reference evapotranspiration 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2015, 卷号: 527, 页码: 184-195
作者:  Abdullah, Shafika Sultan;  Malek, M. A.;  Abdullah, Namiq Sultan;  Kisi, Ozgur;  Yap, Keem Siah
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
Reference evapotranspiration  Penman-Monteith equation  Extreme Learning Machines  Artificial Neural Networks  
Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2014, 卷号: 108, 页码: 230-241
作者:  Shiri, Jalal;  Nazemi, Amir Hossein;  Sadraddini, Ali Ashraf;  Landeras, Gorka;  Kisi, Ozgur;  Fard, Ahmad Fakheri;  Marti, Pau
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/29
ET0 models  Heuristic data driven  Iran  Local application  Pooled application