Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification
Handwriting is individualistic. The uniqueness of shape and style of handwriting can be used to identify the significant features in authenticating the author of writing. Acquiring these significant features leads to an important research in Writer Identification domain where to find the unique feat...
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| Format: | Article |
| Language: | en en |
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The Society of Digital Information and Wireless Communications,
2011
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| Online Access: | http://eprints.utem.edu.my/id/eprint/140/1/Vol1_No3_50.pdf http://eprints.utem.edu.my/id/eprint/140/2/Vol1_No3_50.pdf http://eprints.utem.edu.my/id/eprint/140/ |
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| author | Muda, A. K. Yun-Huoy, C. Muda, N. A. |
| author_facet | Muda, A. K. Yun-Huoy, C. Muda, N. A. |
| author_sort | Muda, A. K. |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Handwriting is individualistic. The uniqueness of shape and style of handwriting can be used to identify the significant features in authenticating the author of writing. Acquiring these significant features leads to an important research in Writer Identification domain where to find the unique features of individual which also known as Individuality of Handwriting. This paper proposes an improved Sequential Forward Floating Selection method besides the exploration of significant features for invarianceness of authorship from global shape features by using various wrapper feature selection methods. The promising results show that the proposed method is worth to receive further exploration in identifying the handwritten authorship. |
| format | Article |
| id | my.utem.eprints-140 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en en |
| publishDate | 2011 |
| publisher | The Society of Digital Information and Wireless Communications, |
| record_format | eprints |
| spelling | my.utem.eprints-1402021-09-21T14:34:07Z http://eprints.utem.edu.my/id/eprint/140/ Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification Muda, A. K. Yun-Huoy, C. Muda, N. A. Q Science (General) Handwriting is individualistic. The uniqueness of shape and style of handwriting can be used to identify the significant features in authenticating the author of writing. Acquiring these significant features leads to an important research in Writer Identification domain where to find the unique features of individual which also known as Individuality of Handwriting. This paper proposes an improved Sequential Forward Floating Selection method besides the exploration of significant features for invarianceness of authorship from global shape features by using various wrapper feature selection methods. The promising results show that the proposed method is worth to receive further exploration in identifying the handwritten authorship. The Society of Digital Information and Wireless Communications, 2011 Article NonPeerReviewed text en http://eprints.utem.edu.my/id/eprint/140/1/Vol1_No3_50.pdf text en http://eprints.utem.edu.my/id/eprint/140/2/Vol1_No3_50.pdf Muda, A. K. and Yun-Huoy, C. and Muda, N. A. (2011) Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification. International Journal on New Computer Architectures and Their Applications (IJNCAA) 1(3): 581-598, 3 (1). pp. 581-598. ISSN 2220-9085 |
| spellingShingle | Q Science (General) Muda, A. K. Yun-Huoy, C. Muda, N. A. Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification |
| title | Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification |
| title_full | Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification |
| title_fullStr | Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification |
| title_full_unstemmed | Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification |
| title_short | Computationally Inexpensive Sequential Forward Floating Selection for Acquiring Significant Features for Authorship Invarianceness in Writer Identification |
| title_sort | computationally inexpensive sequential forward floating selection for acquiring significant features for authorship invarianceness in writer identification |
| topic | Q Science (General) |
| url | http://eprints.utem.edu.my/id/eprint/140/1/Vol1_No3_50.pdf http://eprints.utem.edu.my/id/eprint/140/2/Vol1_No3_50.pdf http://eprints.utem.edu.my/id/eprint/140/ |
| url_provider | http://eprints.utem.edu.my/ |