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.
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 (Formerly known)|
|Deposited By:||Dr Ali Selamat|
|Deposited On:||24 Oct 2007 03:38|
|Last Modified:||01 Jun 2010 03:07|
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