Web page classification method using neural networks

QR Code

Web page classification method using neural networks

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 (WPCM). The WPCM uses a neural network with inputs obtained by both the principal components and class profile-based featur...

Full description

Bibliographic Details
Main Authors:	Selamat, Ali, Omatu, Sigeru, Yanagimoto, Hidekazu, Fujinaka, Toru, Yoshioka, Michifumi
Format:	Article
Language:	English
Published:	Institute of Electrical Engineers of Japan 2003
Subjects:	ZA4050 Electronic information resources
Online Access:	http://eprints.utm.my/3093/ http://eprints.utm.my/3093/1/ieej-2.pdf

Similar Items

Effectiveness of mobile agent for query retrieval
by: Selamat, Ali, et al.
Published: (2002)

Classification of illicit web pages using neural network
by: Lee, Zhi Sam, et al.
Published: (2007)

Studies on mobile agents for query retrieval and web page categorization using neural networks
by: Selamat, Ali
Published: (2003)

Web news classification using neural networks based on PCA
by: Selamat, Ali, et al.
Published: (2002)

Design and development of an intelligent security layer for web-based applications
by: Abdullah, Abdul Hanan, et al.
Published: (2005)

Feasibility study of fuzzy clustering techniques in chemical database for compound classification
by: Dollah @ Md. Zain, Rozilawati, et al.
Published: (2006)

Integration of spectral information into support vector machine for land cover classification
by: Md. Sap, Mohd. Noor, et al.
Published: (2007)

A framework of rough cultural algorithms in optimizing mobile web caching performance
by: Sulaiman, Sarina, et al.
Published: (2007)

The implementation of collaborative network for innovation process in higher education institutions (heis): a knowledge management perspective
by: Selamat, Md. Hafiz, et al.
Published: (2006)

An authentication technique on electronic performance support system (EPSS) security in a web based environment
by: Sunar, Mohd. Shahrizal, et al.
Published: (2003)

Contrasting usage of web-based library services among postgraduate students by type of university within Malaysia
by: Mohd Zain, Wahidah, et al.
Published: (2016)

Contructivist-based learning on the web: A Malaysian experience
by: Neo, M, et al.
Published: (2004)

Spatial and non-spatial databases enhancement for hydrological information system (HIS)
by: Daman, Daut, et al.
Published: (2002)

Digitization of Arabic materials in IIUM Library : challenges and problems
by: Abdullah, Sarifah, et al.
Published: (2006)

Interface characteristics, perceived ease of use, perceived usefulness and intention to use UUM e-library
by: Nik Mohd Baidzani Haddad, Ibrahim
Published: (2017)

Searching for information on the web: A guideline for effective searching
by: Mat Yamin, Fadhilah, et al.
Published: (2012)

Design and development of intelligent knowledge discovery system for stock exchange database
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)

Penerbitan digital : kajian terhadap perkembangan penerbitan Karyanet / Nik Adzrieman Haji Abdul Rahman.
by: Abdul Rahman, Nik Adzrieman
Published: (2003)

Penerbitan elektronik dan penerbitan konvensional : perbandingan antara akhbar dalam talian dengan akhbar cetak / Abdul Nassir Said.
by: Said, Abdul Nassir
Published: (2003)

Information hiding using steganography
by: Mohamed Amin, Muhalim, et al.
Published: (2003)

Provider independent cryptographic tools
by: Ibrahim, Subariah, et al.
Published: (2003)

Rangka kerja keselamatan transaksi bagi pelanggan pelayan berasaskan perdagangan elektronik
by: Abdullah, Abdul Hanan
Published: (2003)

Development of Islamic Medication Expert System on Mobile Platform (MIMES)
by: Daud, Hanita, et al.
Published: (2010)

Development of Online Islamic Medication Expert System (OIMES)
by: Daud, Hanita, et al.
Published: (2009)

The human focus in KM/IC for innovation in smart/future universities: literature review
by: Ahmetoglu, Sehnaz, et al.
Published: (2015)

The role of culture: a successful knowledge creation (KC) and knowledge sharing (KS) within higher education institutions
by: Fakhri, Nurul Fahimah, et al.
Published: (2015)

Personal learning environment framework for a self-help Maqam-based search system
by: Othman, Roslina, et al.
Published: (2014)

Quranic texts retrieval in Indri
by: Othman, Roslina, et al.
Published: (2014)

Antecedents for actual usage intentions of open access journals in agricultural research institutions in Tanzania
by: Zubairi Massoro, Zainabu, et al.
Published: (2017)

IIUM Institutional Repository (IREP): how to expedite the verification process
by: Wan Salleh, Wan Salwati
Published: (2018)

An appraisal of online audio Qur'an as a new media tool for civilization
by: Abubakar, Adamu, et al.
Published: (2016)

Building an Arabic digital collection: the IIUM Library’s experience
by: Abdullah, Sarifah
Published: (2006)

Myths and realities of digital reference services: perspectives of libraries from developing countries
by: Abu Bakar, Ahmad Bakeri
Published: (2008)

Proposing a framework for evaluating information quality of mobile interface design for electronic government services
by: Zamzami, Ikhlas F., et al.
Published: (2011)

A knowledge management approach to citizen relationship management in e-government context
by: Norshidah, Mohamed, et al.
Published: (2013)

Retrieval features of Emerald
by: Othman, Roslina, et al.
Published: (2011)

Trends in information retrieval system
by: Othman, Roslina
Published: (2009)

Impact of ICT on privacy and personal data protection in two Malaysian academic libraries
by: Mohd Roni, Nurul Azurah, et al.
Published: (2011)

MOM : the digital library system in IIUM Library
by: Abdullah, Sarifah, et al.
Published: (2009)

Implementation of the institutional repository system in IIUM : issues and challenges
by: Abdullah, Sarifah
Published: (2011)