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The use of statistical and machine learning tools to accurately quantify the energy performance of residential buildings 期刊论文
发表期刊: PEERJ COMPUTER SCIENCE. 出版年: 2022, 卷号: 8
作者:  Ibrahim, Dina M.;  Almhafdy, Abdulbasit;  Al-Shargabi, Amal A.;  Alghieth, Manal;  Elragi, Ahmed;  Chiclana, Francisco
收藏  |  浏览/下载：26/0  |  提交时间：2022/03/17
Buildings characteristics  Cooling load  Heating load  Energy consumption  Statistical analysis  
Development of an Underground Tunnels Detection Algorithm for Electrical Resistivity Tomography Based on Deep Learning 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2022, 卷号: 12, 期号: 2
作者:  Hung, Yin-Chun;  Zhao, Yu-Xiang;  Hung, Wei-Chen
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Electrical Resistivity Tomography (ERT)  deep learning  underground tunnel  
Developing the artificial neural network-evolutionary algorithms hybrid models (ANN-EA) to predict the daily evaporation from dam reservoirs 期刊论文
发表期刊: ENGINEERING WITH COMPUTERS. 出版年: 2021
作者:  Azar, Naser Arya;  Kardan, Nazila;  Milan, Sami Ghordoyee
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Evaporation  Dam reservoirs  ANN-HHO  ANN-PSO  ANN-WOA  Time series forecast  
Spatial prediction and modeling of soil salinity using simple cokriging, artificial neural networks, and support vector machines in El Outaya plain, Biskra, southeastern Algeria 期刊论文
发表期刊: ACTA GEOCHIMICA. 出版年: 2021, 卷号: 40, 期号: 3, 页码: 390-408
作者:  Boudibi, Samir;  Sakaa, Bachir;  Benguega, Zineeddine;  Fadlaoui, Haroun;  Othman, Tarek;  Bouzidi, Narimen
收藏  |  浏览/下载：14/0  |  提交时间：2021/08/05
Soil salinity  Cokriging  Multilayer perceptron  Machine learning  El-Outaya plain  
Spatial and decadal prediction of land use/land cover using multi-layer perceptron-neural network (MLP-NN) algorithm for a semi-arid region of Asir, Saudi Arabia 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2021, 卷号: 14, 期号: 3, 页码: 1547-1562
作者:  Alqadhi, Saeed;  Mallick, Javed;  Balha, Akanksha;  Bindajam, Ahmed;  Singh, Chander Kumar;  Hoa, Pham Viet
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
Land change modelling  Artificial intelligence  Landsat  Asir  Saudi Arabia  
Time series prediction of seasonal precipitation in Iran, using data-driven models: a comparison under different climatic conditions 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 7
作者:  Aghelpour, Pouya;  Singh, Vijay P.;  Varshavian, Vahid
收藏  |  浏览/下载：25/0  |  提交时间：2021/11/29
Seasonal precipitation  ANFIS-FCM  Normalized RMSE  Time series prediction  SARIMA  Stochastic models  
COMPARATIVE STUDY OF POWERFUL PREDICTIVE MODELING TECHNIQUES FOR MODELING MONTHLY REFERENCE EVAPOTRANSPIRATION IN VARIOUS CLIMATIC REGIONS 期刊论文
发表期刊: FRESENIUS ENVIRONMENTAL BULLETIN. 出版年: 2021, 卷号: 30, 期号: 6B, 页码: 7490-7513
作者:  Raza, Ali;  Shoaib, Muhammad;  Baig, Muhammad Azhar Inam;  Ahmad, Shakil;  Khan, Mudasser Muneer;  Ullah, Muhammad Kaleem;  Hashim, Sarfraz
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
Reference Evapotranspiration  Climatic Zones  Penman-Montieth method  Multilayer perceptron  Gene Expression Programming  Radial Basis Function  
使用高分遥感影像获取塔里木河胡杨高度信息 期刊论文
发表期刊: 遥感技术与应用. 出版年: 2021, 卷号: 36, 期号: 5, 页码: 1199-1208
作者:  杨雪峰
收藏  |  浏览/下载：5/0  |  提交时间：2022/03/18
Populus Euphratica  Tree height  Very-High-Resolution remote sensing  Object based image analysis  Regression model  
Spatial prediction and modeling of soil salinity using simple cokriging, artificial neural networks, and support vector machines in El Outaya plain, Biskra, southeastern Algeria 期刊论文
发表期刊: 中国地球化学学报. 出版年: 2021, 卷号: 40, 期号: 3, 页码: 2096-0956
作者:  Boudibi Samir;  Sakaa Bachir;  Benguega Zineeddine;  Fadlaoui Haroun;  Othman Tarek;  Bouzidi Narimen
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Soil salinity  Cokriging  Multilayer perceptron  Machine learning  El-Outaya plain  
Identification of the most suitable afforestation sites by Juniperus excels specie using machine learning models: Firuzkuh semi-arid region, Iran 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2021, 卷号: 65
作者:  Yousefi, Saleh;  Avand, Mohammadtaghi;  Yariyan, Peyman;  Goujani, Hassan Jahanbazi;  Costache, Romulus;  Tavangar, Shahla;  Tiefenbacher, John P.
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Afforestation  Forest restoration  Tree planting  Site suitability  Firuzkuh region