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Neural Networks and Machine Learning for Pattern Recognition
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 122 - Number 12 |
| Year of Publication: 2015 |
| Authors: Arafat A. Muharram, Khaled M. G. Noaman, Ibrahim A.a. Alqubati |
10.5120/21753-5038
|
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
Abstract
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.
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