Domain Identification and Classification of Web Pages Using Artificial Neural Network

S Gupta, KK Bhatia - International Conference on Advances in Computing …, 2013 - Springer
A huge amount of data has been made available on the WWW [3] lately most of which
remains inaccessible to the usual Web crawlers as those web pages are generated …

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 …

[PDF][PDF] A novel web page classification model using an improved k nearest neighbor algorithm

JA Mangai, SM Wagle, VS Kumar - Proceedings of the 3rd …, 2013 - academia.edu
With the World Wide Web (WWW) being used to its full potential, automatic classification of
web pages into web directories has become more significant. These web directories help …

An ant colony optimization based feature selection for web page classification

E Saraç, SA Özel - The Scientific World Journal, 2014 - Wiley Online Library
The increased popularity of the web has caused the inclusion of huge amount of information
to the web, and as a result of this explosive information growth, automated web page …

Automatic web pages categorization with relieff and hidden naive bayes

X Jin, R Li, X Shen, R Bie - Proceedings of the 2007 ACM symposium on …, 2007 - dl.acm.org
A great challenge of web mining arises from the increasingly large web pages and the high
dimensionality associated with natural language. Since classifying web pages of an …

Web page classification method using neural networks

A Selamat, S Omatu, H Yanagimoto… - IEEJ Transactions on …, 2003 - jstage.jst.go.jp
抄録 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 …

Novel method for improving web text classifiers performance through machine learning

P Moradi, A Abdollahzadeh… - 2006 2nd International …, 2006 - ieeexplore.ieee.org
Automatic text classification means, assign text documents to there categories automatically
web documents are kind of text documents but they are differ in two way. First, web …

Improved Web page identification method using neural networks

A Selamat, ZHISAM LEE, MA Maarof… - International Journal …, 2011 - World Scientific
In this paper, an improved web page classification method (IWPCM) using neural networks
to identify the illicit contents of web pages is proposed. The proposed IWPCM approach is …

An evolutionary-based random weight networks with taguchi method for Arabic web pages classification

A Shawabkeh, H Faris, I Aljarah, B Abu-Salih… - Arabian Journal for …, 2021 - Springer
Nowadays, a huge number of web documents are available on the Internet, which makes
the retrieval process of a specific topic very difficult, where some irrelevant pages may be …

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

AP Asirvatham, KK Ravi - Centre for Visual Information Technology, 2001 - Citeseer
The web is a huge repository of information and there is a need for categorizing web
documents to facilitate the indexing, search and retrieval of pages. Existing algorithms rely …