Automated web pages classification with independent component analysis
Automated web pages classification becomes an essential tool to reduce the manpower and time consuming for manually categorize web pages. In this paper, we propose a new method of web page classification which uses the output vector of Independent Component Analysis (ICA) and Class Profile Based Fea...
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| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | en |
| Published: |
2006
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| Subjects: | |
| Online Access: | http://eprints.utm.my/3131/1/Sam-PARS06.pdf http://eprints.utm.my/3131/ |
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| _version_ | 1845470835437993984 |
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| author | Sam, Lee Zhi Maarof, Mohd. Aizaini Selamat, Ali |
| author_facet | Sam, Lee Zhi Maarof, Mohd. Aizaini Selamat, Ali |
| author_sort | Sam, Lee Zhi |
| building | UTM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Malaysia |
| content_source | UTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Automated web pages classification becomes an essential tool to reduce the manpower and time consuming for manually categorize web pages. In this paper, we propose a new method of web page classification which uses the output vector of Independent Component Analysis (ICA) and Class Profile Based Feature (CPBF) as input for ANN to do classification. |
| format | Conference or Workshop Item |
| id | my.utm.eprints-3131 |
| institution | Universiti Teknologi Malaysia |
| language | en |
| publishDate | 2006 |
| record_format | eprints |
| spelling | my.utm.eprints-31312010-06-01T03:07:31Z http://eprints.utm.my/3131/ Automated web pages classification with independent component analysis Sam, Lee Zhi Maarof, Mohd. Aizaini Selamat, Ali QA76 Computer software Automated web pages classification becomes an essential tool to reduce the manpower and time consuming for manually categorize web pages. In this paper, we propose a new method of web page classification which uses the output vector of Independent Component Analysis (ICA) and Class Profile Based Feature (CPBF) as input for ANN to do classification. 2006 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/3131/1/Sam-PARS06.pdf Sam, Lee Zhi and Maarof, Mohd. Aizaini and Selamat, Ali (2006) Automated web pages classification with independent component analysis. In: Proceedings of the Postgraduate Annual Research Seminar 2006, 24-25 May 2006, Faculty of Computer Science & Information Systems, UTM. |
| spellingShingle | QA76 Computer software Sam, Lee Zhi Maarof, Mohd. Aizaini Selamat, Ali Automated web pages classification with independent component analysis |
| title | Automated web pages classification with independent component analysis |
| title_full | Automated web pages classification with independent component analysis |
| title_fullStr | Automated web pages classification with independent component analysis |
| title_full_unstemmed | Automated web pages classification with independent component analysis |
| title_short | Automated web pages classification with independent component analysis |
| title_sort | automated web pages classification with independent component analysis |
| topic | QA76 Computer software |
| url | http://eprints.utm.my/3131/1/Sam-PARS06.pdf http://eprints.utm.my/3131/ |
| url_provider | http://eprints.utm.my/ |