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博文

目前显示的是标签为“Artificial Neural Network”的博文

Bootstrapped Multi-Model Neural-Network Super-Ensembles for Wind Speed and Power Forecasting

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=50353#.VDslBFfHRK0 Author(s)    Zhongxian Men 1,2 , Eugene Yee 2,3 , Fue-Sang Lien 1,2 , Hua Ji 1 , Yongqian Liu 4 Affiliation(s) 1 Waterloo CFD Engineering Consulting Inc., Waterloo, Ontario, Canada . 2 Department of Mechanical & Mechatronics Engineering, University of Waterloo, Waterloo, Onatrio, Canada . 3 Defence Research and Development Canada, Suffield Research Centre, Medicine Hat, Alberta, Canada . 4 School of Renewable Energy, North China Electric Power University, Beijing, China . ABSTRACT The bootstrap resampling method is applied to an ensemble artificial neural network (ANN) approach (which combines machine learning with physical data obt...

The Prediction of Propagation Loss of FM Radio Station Using Artificial Neural Network

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=50217#.VDINBlfHRK0 Author(s)    Ali Riza Ozdemir 1 , Mustafa Alkan 2 , Mehmet Kabak 3 , Mehmet Gulsen 4 , Murat Hüsnü Sazli 5* Affiliation(s) 1 Information and Communications Technologies Authority, Spectrum Monitoring Department, Ankara, Turkey . 2 Department of Electrical and Electronics Engineering, Faculty of Technology, Universityof Gazi, Ankara, Turkey . 3 Physics Engineering Department, Faculty of Science, University of Ankara, Ankara, Turkey . 4 Information and Communications Technologies Authority, Ankara, Turkey . 5 Electrical and Electronics Engineering Department, Faculty of Engineering, University of Ankara, Ankara, Turkey . ABSTRACT In order t...