Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character Recognition
In this paper, I use some artificial intelligence techniques algorithms, which are the algorithms of the artificial immune system (positive selection algorithm and negative selection algorithm). Through these two algorithms, it is distinguished between the original and distorted English letters.<...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | Arabic |
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College of Education for Pure Sciences
2019-12-01
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| Series: | مجلة التربية والعلم |
| Subjects: | |
| Online Access: | https://edusj.mosuljournals.com/article_163331_2bc25b5068cf2b4cf7a642f133ca693e.pdf |
| _version_ | 1819209315665313792 |
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| author | Maha Hassan Noura Fattah Maha Najam Nour Shiban |
| author_facet | Maha Hassan Noura Fattah Maha Najam Nour Shiban |
| author_sort | Maha Hassan |
| collection | DOAJ |
| description | In this paper, I use some artificial intelligence techniques algorithms, which are the algorithms of the artificial immune system (positive selection algorithm and negative selection algorithm). Through these two algorithms, it is distinguished between the original and distorted English letters.<br /> Through the results of the patterns, which were obtained after the implementation of these two algorithms, I observed that the percentage of discrimination was 85% for the positive selection algorithm, and 80% for the negative selection algorithm. This discrimination was applied after the images had been divided into blocks, and then the properties of the images had been extracted by adopting the method of seven undependable momentums in order to gain patterns which are close to the original pattern of the introduced English letter. |
| first_indexed | 2024-12-23T05:53:20Z |
| format | Article |
| id | doaj.art-ad6e669804dc4f8da17df06f875a0bac |
| institution | Directory Open Access Journal |
| issn | 1812-125X 2664-2530 |
| language | Arabic |
| last_indexed | 2024-12-23T05:53:20Z |
| publishDate | 2019-12-01 |
| publisher | College of Education for Pure Sciences |
| record_format | Article |
| series | مجلة التربية والعلم |
| spelling | doaj.art-ad6e669804dc4f8da17df06f875a0bac2022-12-21T17:57:53ZaraCollege of Education for Pure Sciencesمجلة التربية والعلم1812-125X2664-25302019-12-0128413014210.33899/edusj.1970.163331163331Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character RecognitionMaha HassanNoura FattahMaha NajamNour ShibanIn this paper, I use some artificial intelligence techniques algorithms, which are the algorithms of the artificial immune system (positive selection algorithm and negative selection algorithm). Through these two algorithms, it is distinguished between the original and distorted English letters.<br /> Through the results of the patterns, which were obtained after the implementation of these two algorithms, I observed that the percentage of discrimination was 85% for the positive selection algorithm, and 80% for the negative selection algorithm. This discrimination was applied after the images had been divided into blocks, and then the properties of the images had been extracted by adopting the method of seven undependable momentums in order to gain patterns which are close to the original pattern of the introduced English letter.https://edusj.mosuljournals.com/article_163331_2bc25b5068cf2b4cf7a642f133ca693e.pdfartificial immune system (ais)feature extractionpositive selection algorithm and negative selection algorithm |
| spellingShingle | Maha Hassan Noura Fattah Maha Najam Nour Shiban Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character Recognition مجلة التربية والعلم artificial immune system (ais) feature extraction positive selection algorithm and negative selection algorithm |
| title | Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character Recognition |
| title_full | Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character Recognition |
| title_fullStr | Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character Recognition |
| title_full_unstemmed | Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character Recognition |
| title_short | Use The Positive Selection Algorithm and The Negative Selection Algorithm in The English Character Recognition |
| title_sort | use the positive selection algorithm and the negative selection algorithm in the english character recognition |
| topic | artificial immune system (ais) feature extraction positive selection algorithm and negative selection algorithm |
| url | https://edusj.mosuljournals.com/article_163331_2bc25b5068cf2b4cf7a642f133ca693e.pdf |
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