International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 122 - Issue 12 |
Published: July 2015 |
Authors: Arafat A. Muharram, Khaled M. G. Noaman, Ibrahim A.A. Alqubati |
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Arafat A. Muharram, Khaled M. G. Noaman, Ibrahim A.A. Alqubati . Neural Networks and Machine Learning for Pattern Recognition. International Journal of Computer Applications. 122, 12 (July 2015), 29-32. DOI=10.5120/21753-5038
@article{ 10.5120/21753-5038, author = { Arafat A. Muharram,Khaled M. G. Noaman,Ibrahim A.A. Alqubati }, title = { Neural Networks and Machine Learning for Pattern Recognition }, journal = { International Journal of Computer Applications }, year = { 2015 }, volume = { 122 }, number = { 12 }, pages = { 29-32 }, doi = { 10.5120/21753-5038 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2015 %A Arafat A. Muharram %A Khaled M. G. Noaman %A Ibrahim A.A. Alqubati %T Neural Networks and Machine Learning for Pattern Recognition%T %J International Journal of Computer Applications %V 122 %N 12 %P 29-32 %R 10.5120/21753-5038 %I Foundation of Computer Science (FCS), NY, USA
This paper represents an application study for using the Neural Networks and Machine Learning to recognize the English alphabet (A-Z) through the use of pattern recognition techniques in image processing and specifically to the application of Neural Networks and machine learning as a matrix two dimension. We used two techniques ANN and ML to compare their efficiencies and accuracies. We got 86. 92% for ANN and 91. 2% for ML.