Improving the tool for analyzing Malaysia’s demographic change: data standardization analysis to form geo-demographics classification profiles using k-means algorithms
Clustering is one of the important methods in data exploratory in this era because it is widely applied in data mining.Clustering of data is necessary to produce geo-demographic classification where k-means algorithm is used as cluster algorithm. K-means is one of the methods commonly used in clus...
| Main Authors: | Kamarul Ismail, Nasir Nayan, Siti Naielah Ibrahim |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
School of Social, Development and Environmental Studies, Faculty of Social Science and Humanities, Universiti Kebangsaan Malaysia
2016
|
| Online Access: | http://journalarticle.ukm.my/10309/ http://journalarticle.ukm.my/10309/1/4x.geografia-siupsi-mei16-Kamarul-edam.pdf |
Similar Items
The influence of demographic profiles on skin conditions
by: Ab. Hadi, Hazrina, et al.
Published: (2016)
by: Ab. Hadi, Hazrina, et al.
Published: (2016)
Socio-demographic profile in purchasing natural and synthetic functional foods in Malaysia
by: Phuah, K. T., et al.
Published: (2015)
by: Phuah, K. T., et al.
Published: (2015)
Socio-demographic profile in purchasing natural and synthetic functional foods in Malaysia
by: Phuah, Kit Teng, et al.
Published: (2015)
by: Phuah, Kit Teng, et al.
Published: (2015)
Intelligent gender recognition system for classification of gender in Malaysian demographic
by: Su Chi, Yap, et al.
Published: (2019)
by: Su Chi, Yap, et al.
Published: (2019)
Cross-border marriage: demographic profiles of respondents in the state of Perlis
by: Mohd Said, Helmi, et al.
Published: (2018)
by: Mohd Said, Helmi, et al.
Published: (2018)
Cross-border marriage: demographic profiles of respondents in the state of Perlis
by: Md Said, Muhamad Helmi, et al.
Published: (2018)
by: Md Said, Muhamad Helmi, et al.
Published: (2018)
Determining demographic profiles and tourists' motives for visiting Langkawi Island
by: Hamdan, Nurul Shahida, et al.
Published: (2014)
by: Hamdan, Nurul Shahida, et al.
Published: (2014)
Demographic characteristics of respondents
by: Alias, Intan Aidura
Published: (2009)
by: Alias, Intan Aidura
Published: (2009)
Matching the demographic and work profile of employees to workplace bullying and employee silence
by: Musa, Norimah, et al.
Published: (2019)
by: Musa, Norimah, et al.
Published: (2019)
Have the personality and socio-demographic profiles of Australian adolescent drinkers changed?
by: Taylor, Nic, et al.
Published: (2024)
by: Taylor, Nic, et al.
Published: (2024)
Psychographicnc and demographic profiles of credit card and non-cardholders in Urban Malaysia
by: Indar Kaur Dan Singh,, et al.
Published: (1995)
by: Indar Kaur Dan Singh,, et al.
Published: (1995)
Socio demographic profiles of Rheumatic Heart Disease (RHD)
patients In Sabah
by: Narwani Hussin,, et al.
Published: (2016)
by: Narwani Hussin,, et al.
Published: (2016)
Demographic profile of children
with nephrotic syndrome in
Hospital Universiti Sains Malaysia
by: Nik Mat, Shuib
Published: (2007)
by: Nik Mat, Shuib
Published: (2007)
Demographic information of IIUM graduates
by: Wok, Saodah
Published: (2014)
by: Wok, Saodah
Published: (2014)
Cross-border marriage: a study on the demographic profiles of respondents in the state of Perlis
by: Md Said, Muhamad Helmi, et al.
Published: (2017)
by: Md Said, Muhamad Helmi, et al.
Published: (2017)
An analysis of competencies and moderating influence of demographic profiles - Evidence from exporting organizations
by: Kuppusamy, Jayanty, et al.
Published: (2008)
by: Kuppusamy, Jayanty, et al.
Published: (2008)
Examining the relationship between ranchers' demographic profile and success of small ruminant farming
by: Yusoff, Melissa Alina, et al.
Published: (2018)
by: Yusoff, Melissa Alina, et al.
Published: (2018)
Prevalence of demographic profiles and loneliness among elderly women in private care institution
Prevalence of demographic profiles and loneliness among elderly women in private care institution
The role of demographic factors on workplace deviant behavior
by: Hadi Farhadi,, et al.
Published: (2015)
by: Hadi Farhadi,, et al.
Published: (2015)
Identification of typical load profiles using K-means clustering algorithm
by: Azad, S., et al.
Published: (2014)
by: Azad, S., et al.
Published: (2014)
A racial recognition method based on facial color and texture for improving demographic classification
by: Sallam, Amer A., et al.
Published: (2020)
by: Sallam, Amer A., et al.
Published: (2020)
Perceiving the Demographic Profile and the Perception of the Chinese and Malays Visitors to Pulau Kukup National Park
by: Mohd. Yaman, Maheran, et al.
Published: (2010)
by: Mohd. Yaman, Maheran, et al.
Published: (2010)
The link between demographic profiles with depression among elderly women in private care institution
Intrusion detection based on k-means clustering and OneR classification
by: Muda, Zaiton, et al.
Published: (2011)
by: Muda, Zaiton, et al.
Published: (2011)
Intrusion detection based on K-means clustering and Naïve Bayes classification
by: Muda, Zaiton, et al.
Published: (2011)
by: Muda, Zaiton, et al.
Published: (2011)
The demographics of galactic bulges in the SDSS database
by: Kim, Keunho, et al.
Published: (2016)
by: Kim, Keunho, et al.
Published: (2016)
CHANGING DEMOGRAPHICS - IMPLICATIONS FOR HOUSEHOLD PORTFOLIOS
by: Tripathi, Sanjay
Published: (2010)
by: Tripathi, Sanjay
Published: (2010)
Mennonite Migrations: Demographic and Genetic Consequences.
by: Melton, Phillip
Published: (2012)
by: Melton, Phillip
Published: (2012)
Wage Functions for Demographic Groups in Australia
by: Harris, Mark, et al.
Published: (2000)
by: Harris, Mark, et al.
Published: (2000)
Demographic variables, reactions to conflict and it's management
by: Mirza S. Saiyadain,
Published: (1996)
by: Mirza S. Saiyadain,
Published: (1996)
Impact of demographics on volunteering patterns in UUM
by: Nur Alia Zamzuri,, et al.
Published: (2024)
by: Nur Alia Zamzuri,, et al.
Published: (2024)
Understanding the Demographic Character of Perth’s Population
by: Davies, Amanda
Published: (2016)
by: Davies, Amanda
Published: (2016)
Classification of Ammonia Odor-profile Using k-NN Technique
by: Fathimah, Abdul Halim, et al.
Published: (2016)
by: Fathimah, Abdul Halim, et al.
Published: (2016)
Improved normalization and standardization techniques for higher purity in K-means clustering
by: Dalatu, Paul Inuwa, et al.
Published: (2016)
by: Dalatu, Paul Inuwa, et al.
Published: (2016)
Do Demographic Profiles of Listed and Unlisted Households Differ? Results of a Nationwide Telephone Survey
by: Carey, R., et al.
Published: (2014)
by: Carey, R., et al.
Published: (2014)
Demographic profile of an overexploited serranid, the orange-spotted grouper (Epinephelus coioides), from Northern Oman
by: McIlwain, Jennifer, et al.
Published: (2016)
by: McIlwain, Jennifer, et al.
Published: (2016)
The SDSS-IV in 2014: a demographic snapshot
by: Lundgren, Britt, et al.
Published: (2015)
by: Lundgren, Britt, et al.
Published: (2015)
Configurational demographic predictors of work–nonwork satisfaction
by: Farivar, F., et al.
Published: (2020)
by: Farivar, F., et al.
Published: (2020)
Demographic predictors of family relationships during adolescence
by: Borhan, Lihanna
Published: (2012)
by: Borhan, Lihanna
Published: (2012)
Similar Items
-
The influence of demographic profiles on skin conditions
by: Ab. Hadi, Hazrina, et al.
Published: (2016) -
Socio-demographic profile in purchasing natural and synthetic functional foods in Malaysia
by: Phuah, K. T., et al.
Published: (2015) -
Socio-demographic profile in purchasing natural and synthetic functional foods in Malaysia
by: Phuah, Kit Teng, et al.
Published: (2015) -
Intelligent gender recognition system for classification of gender in Malaysian demographic
by: Su Chi, Yap, et al.
Published: (2019) -
Cross-border marriage: demographic profiles of respondents in the state of Perlis
by: Mohd Said, Helmi, et al.
Published: (2018)