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Prediction of missing temperature data using different machine learning methods 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载：52/0  |  提交时间：2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2021, 卷号: 26, 期号: 4
作者:  Aghelpour, Pouya;  Kisi, Ozgur;  Varshavian, Vahid
收藏  |  浏览/下载：40/0  |  提交时间：2021/07/30
Multivariate standardized precipitation index (MSPI)  Multivariate drought  Generalized regression neural network (GRNN)  Adaptive neuro-fuzzy inference system with fuzzy C-means clustering (ANFIS-FCM)  Group method of data handling (GMDH)  
Application of nonlinear models and groundwater index to predict desertification case study: Sharifabad watershed 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2019, 卷号: 99, 期号: 2, 页码: 715-733
作者:  Habibi, Vahid;  Ahmadi, Hasan;  Jafari, Mohammad;  Moeini, Abolfazl
收藏  |  浏览/下载：15/0  |  提交时间：2020/03/23
Groundwater level  Partial least square regression (PLSR)  Topographic wetness index (TWI)  Artificial neural networks (ANN)  Adaptive neuro-fuzzy inference system (ANFIS)  Land degradation  
Long-Term Weather Elements Prediction in Jordan using Adaptive Neuro-Fuzzy Inference System (ANFIS) with GIS Techniques 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 出版年: 2018, 卷号: 9, 期号: 2, 页码: 84-89
作者:  Arabeyyat, Omar Suleiman
收藏  |  浏览/下载：12/0  |  提交时间：2021/01/08
Rainfall prediction  hybrid intelligent system  Adaptive Neuro-Fuzzy Inference System (ANFIS)  GIS  time series prediction  long-term weather forecasting  climate change  
Application of several data-driven techniques to predict a standardized precipitation index 期刊论文
发表期刊: ATMOSFERA. 出版年: 2016, 卷号: 29, 期号: 2, 页码: 121-128
作者:  Choubin, Bahram;  Malekian, Arash;  Golshan, Mohammad
Adobe PDF(333Kb)  |  收藏  |  浏览/下载：19/7  |  提交时间：2019/11/29
Standardized precipitation index (SPI)  climate signals  multi-layer perceptron (MLP)  adaptive neuro-fuzzy inference system (ANFIS)  M5P model tree  Taylor diagrams