Universiti Teknologi Malaysia Institutional Repository

Automated web pages classification with independent component analysis

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 (Formerly known)
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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