Comparison Between Gramian Angular Fields (GAF) and Markov Transition Field (MTF) Images Data by Using them as Input to the Deep Learning Neural Network Solar Flare Production Platform

Author:

Nagem Tarek A M Hamad1,Alshareef Sohil2,Mohamed Abdelhafid3,Gihedan Akram4,Albargathe Salma4

Affiliation:

1. Libyan British University,dept. Computer System Design,Benghazi,Libya

2. University of Benghazi,dept. Software Engineering,Benghazi,Libya

3. College of Computer Technology,dept. Software Engineering,Benghazi,Libya

4. Darna University,dept. Computer Science,Algoba,Libya

Publisher

IEEE

Reference14 articles.

1. CS294A Lecture notes Sparse auto-encoder;ng,0

2. An Analysis of Single-Layer Networks in Unsupervised Feature Learning;coates;Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics,0

3. Deep learning teachology for the prediction of solar flares from GOES data

4. Ensemble forecasting of major solar flares: First results

5. Updated verification of the space weather prediction center’s solar energetic particle prediction model;balch;Sp Weather,2008

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