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.
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Abstract
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.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | text categorization, independent component analysis, neural network |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software |
| Divisions: | Computer Science and Information System |
| ID Code: | 3131 |
| Deposited By: | Dr Ali Selamat |
| Deposited On: | 24 Oct 2007 03:38 |
| Last Modified: | 01 Jun 2010 03:07 |
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