Automated web pages classification with integration of principal component analysis (PCA) and independent component analysis (ICA) as feature reduction

QR Code

Automated web pages classification with integration of principal component analysis (PCA) and independent component analysis (ICA) as feature reduction

With the explosive growth of internet, web pages classification has become an essential issue. This is because web pages classification will provide an efficient information search to internet users. Without professional classification, a website would become a jumble yard of content which is confus...

Full description

Bibliographic Details
Main Authors:	Sam, Lee Zhi, Maarof, Mohd. Aizaini, Selamat, Ali
Format:	Conference or Workshop Item
Language:	English
Published:	2006
Subjects:	QA76 Computer software
Online Access:	http://eprints.utm.my/3129/ http://eprints.utm.my/3129/1/F__PDF_ICOMMS-108.pdf

Similar Items

Automated web pages classification with independent component analysis
by: Sam, Lee Zhi, et al.
Published: (2006)

Model recognition by using Principal Component Analysis (PCA) approach
by: Ud-Doulah, Md. Siraj, et al.
Published: (2014)

PCA 4 DCA: the application of principal component analysis to the Dendritic Cell Algorithm
by: Gu, Feng, et al.
Published: (2009)

Differentiation of bovine and porcine gelatins in processed products via sodium dodecyl sulphate-polyacrylamide gel electrophoresis (SDS-PAGE) and principal component analysis (PCA) techniques
by: Tukiran, Nur Azira, et al.
Published: (2012)

Precise Fingerprint Enrolment through Projection Incorporated Subspace Based on Principal Component Analysis (PCA)
by: Islam, Md. Rajibul, et al.
Published: (2007)

Development of gas density measurement model (tank) based on principal component analysis (PCA) technique
by: Wan Mohd Hidayat, Wan Abdullah
Published: (2006)

Supervised feature selection using principal component analysis
by: Rahmat, Fariq, et al.
Published: (2023)

Simulation of pornography web sites (PWS) classification using principal component analysis with neural network
by: Zhi, Sam Lee, et al.
Published: (2008)

Euler principal component analysis
by: Liwicki, Stephan, et al.
Published: (2013)

Detection of added plastics in the frying oils using differential scanning calorimetry (DSC) combined with principal component analysis (PCA)
by: M.S, Mualim, et al.
Published: (2018)

Pattern analysis using principle component analysis (PCA) method for herbs identification
by: Mohamad Radzi, Nur Fadzilah, et al.
Published: (2015)

Identification of non-halal recycled cooking oils using differential scanning calorimetry (DSC) combined with principal component analysis (PCA)
by: M.S, Mualim, et al.
Published: (2018)

A condition structural index (CSI) using principal component analysis (PCA) for normal, damage and repair conditions of CFRP laminate
by: Mohd Aris, Khairul Dahri, et al.
Published: (2012)

Principal component analysis application on flavonoids characterization
by: Che Noh, Che Hafizah, et al.
Published: (2017)

Algorithm of face recognition by principal component analysis
by: Al-Khateeb, Khalid A. Saeed, et al.
Published: (2002)

Principal components analysis for Hindi digits recognition
by: El-Bashir, Mohammad Said Mansur, et al.
Published: (2008)

Online feature extraction based on accelerated kernel principal component analysis for data stream
by: Annie, Joseph, et al.
Published: (2016)

Assessment of heat stress contributing factors in the indoor environment among vulnerable populations in Klang Valley using principal component analysis (PCA)
by: How, Vivien, et al.
Published: (2024)

A feature extraction technique based on principal component analysis for pulsed Eddy current {NDT}
by: Sophian, Ali, et al.
Published: (2003)

Principal component analysis for human gait recognition system
by: Khalifa, Othman Omran, et al.
Published: (2019)

Face Image Enhancement via Principal Component Analysis
by: Yang, D., et al.
Published: (2009)

Principal Component Analysis on Meteorological Data in UTM KL
by: Tan, Lit Ken, et al.
Published: (2017)

Redundant Data Elimination in Independent Component Analysis
by: Liu, Xianhua, et al.
Published: (2005)

Tracking sub-page components in document workflows
by: Ollis, James A., et al.
Published: (2008)

The use of principal component analysis (PCA) in determining factors related to heat stress related symptoms among steel mill workers in hot tropical countries
by: Nurhartonosuro, Imam Munajat, et al.
Published: (2023)

Principal component analysis of image gradient orientations for face recognition
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

Detecting beef and pork adulteration using principal component analysis
by: Siti, Nur Avivah, et al.
Published: (2022)

Robust principal component analysis in water quality index development
by: Mohd Ali, Zalina, et al.
Published: (2013)

Augmented approach to desirability function based on principal component analysis
by: Thorisingam, Yuvarani, et al.
Published: (2022)

Enhancing stock price data analysis through variants of principal component analysis
by: Seow, Teck Xiang, et al.
Published: (2024)

A watermarking technique to improve the security level in face recognition systems: An experiment with Principal Component Analysis (PCA) for face recognition and Discrete Cosine Transform (DCT) for watermarking
by: Isa, Mohd Rizal Mohd Mohd, et al.
Published: (2017)

Classification of retinal images based on statistical moments and principal component analysis
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2014)

Forgery Detection in Dynamic Signature Verification by Entailing Principal Component Analysis
by: Sayeed, Shohel, et al.
Published: (2007)

Variable selection in principal component analysis : using measures of multivariate association.
by: Sithole, Moses M.
Published: (1992)

Improvement Of Face Recognition Using Principal Component Analysis And Moment Invariant
by: Thomas, Annie
Published: (2007)

The Langat River water quality index based on principal component analysis
by: Mohd Ali, Zalina, et al.
Published: (2012)

Implementation Of Principal Component Analysis Technique In Peak To Average Power Ratio
by: Haji Ahmad Tajudin, Putri Nurzubaidah
Published: (2018)

Speech Signal Extraction Utilizing PCA-ICA Algorithm With A Non-Uniform Spacing Microphone Array
by: Nordholm, Sven, et al.
Published: (2006)

Spatio-temporal analysis of GRACE gravity field variations using the principal component analysis
by: Anjasmara, Ira Mutiara
Published: (2008)

Identifying the Ideal Number Q-Components of the Bayesian Principal Component Analysis Model for Missing Daily Precipitation Data Treatment
by: Chuan, Zun Liang, et al.
Published: (2018)