Web page feature selection and classification using neural networks

A Selamat, S Omatu - Information sciences, 2004 - Elsevier
Automatic categorization is the only viable method to deal with the scaling problem of the
World Wide Web (WWW). In this paper, we propose a news web page classification method …

[PDF][PDF] Combined Feature Selection and classification–A novel approach for the categorization of web pages

K Selvakuberan, M Indradevi, R Rajaram - Journal of Information and …, 2008 - Citeseer
The World Wide Web is growing rapidly and the Internet users are still increasing day by
day. Increasing with the number of users, the need for automatic classification techniques …

Text categorization based on k-nearest neighbor approach for web site classification

OW Kwon, JH Lee - Information Processing & Management, 2003 - Elsevier
Automatic categorization is a viable method to deal with the scaling problem on the World
Wide Web. For Web site classification, this paper proposes the use of Web pages linked with …

[PDF][PDF] Generating best features for web page classification

MI Devi, R Rajaram, K Selvakuberan - Webology, 2008 - webology.org
As the Internet provides millions of web pages for each and every search term, getting
interesting and required results quickly from the Web becomes very difficult. Automatic …

[PDF][PDF] Web page classification based on document structure

AP Asirvatham, KK Ravi, A Prakash - IEEE National …, 2001 - users.softlab.ntua.gr
The web is a huge repository of information and there is a need for categorizing web
documents to facilitate the search and retrieval of pages. Existing algorithms rely solely on …

Classifier and feature set ensembles for web page classification

A Onan - Journal of Information Science, 2016 - journals.sagepub.com
Web page classification is an important research direction on web mining. The abundant
amount of data available on the web makes it essential to develop efficient and robust …

Web page classification based on a simplified swarm optimization

JH Lee, WC Yeh, MC Chuang - Applied Mathematics and Computation, 2015 - Elsevier
Owing to the incredible increase in the amount of information on the World Wide Web, there
is a strong need for an efficient web page classification to retrieve useful information quickly …

Web classification using support vector machine

A Sun, EP Lim, WK Ng - Proceedings of the 4th international workshop …, 2002 - dl.acm.org
In web classification, web pages from one or more web sites are assigned to pre-defined
categories according to their content. Since web pages are more than just plain text …

Random forest classifier for multi-category classification of web pages

WT Aung, Y Myanmar, KHMS Hla - 2009 IEEE Asia-Pacific …, 2009 - ieeexplore.ieee.org
Web page classification is the automated assigning of predefined subject category to the
document. Automatic web page classification is one of the most essential techniques for …

Web page classification based on k-nearest neighbor approach

OW Kwon, JH Lee - Proceedings of the fifth international workshop on on …, 2000 - dl.acm.org
Automatic categorization is the only viable method to deal with the scaling problem of the
World Wide Web. In this paper, we propose a Web page classifier based on an adaptation of …