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Crime Detection with ICA and artificial intelligent approach

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Main Authors: Ahmad Kadri, Junoh, Muhammad Naufal, Mansor, Alezar, Mat Ya'acob, Farah Adibah, Adnan, Syafawati, Ab. Saad, Nornadia, Mohd Yazid
Other Authors: kadri@unimap.edu.my
Format: Article
Language:English
Published: Trans Tech Publications 2014
Subjects:
Crime rate
Independent component analysis
Linear discriminant analysis
k-Nearest Neighbor
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/33876
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spelling my.unimap-338762014-04-21T04:25:33Z Crime Detection with ICA and artificial intelligent approach Ahmad Kadri, Junoh Muhammad Naufal, Mansor Alezar, Mat Ya'acob Farah Adibah, Adnan Syafawati, Ab. Saad Nornadia, Mohd Yazid kadri@unimap.edu.my apairia@yahoo.com alezar@unimap.edu.my farahadiba@unimap.edu.my syafawatisaad@unimap.edu.my nornadia_mohdyazid@yahoo.com Crime rate Independent component analysis Linear discriminant analysis k-Nearest Neighbor Link to publisher's homepage at http://www.ttp.net/ The Rise of Crime in Malaysia reported that violent crimes comprised only 10% of reported crimes each year and the majority of crimes, 90%, were classified as property crimes. However, the ratio of police to population is 3.6 officers to 1,000 citizens in Malaysia. This lack of manpower sources ratios alone are not a comprehensive afford of crime fighting capabilities. Thus, we proposed an Artificial Intelligent Techniques to determine the behaviour of the burglar with Independent Component Analysis (ICA), Linear Discriminant Analysis (LDA) and k Nearest Neighbor (k-NN) Classifier. This system provided a good justification as a monitoring supplementary tool for the Malaysian police arm forced. 2014-04-21T04:25:33Z 2014-04-21T04:25:33Z 2013 Article Advanced Materials Research, vol. 816-817, 2013, pages 616-622 978-303785867-7 1022-6680 http://www.scientific.net/AMR.816-817.616 http://dspace.unimap.edu.my:80/dspace/handle/123456789/33876 en Trans Tech Publications
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Crime rate
Independent component analysis
Linear discriminant analysis
k-Nearest Neighbor
spellingShingle Crime rate
Independent component analysis
Linear discriminant analysis
k-Nearest Neighbor
Ahmad Kadri, Junoh
Muhammad Naufal, Mansor
Alezar, Mat Ya'acob
Farah Adibah, Adnan
Syafawati, Ab. Saad
Nornadia, Mohd Yazid
Crime Detection with ICA and artificial intelligent approach
description Link to publisher's homepage at http://www.ttp.net/
author2 kadri@unimap.edu.my
author_facet kadri@unimap.edu.my
Ahmad Kadri, Junoh
Muhammad Naufal, Mansor
Alezar, Mat Ya'acob
Farah Adibah, Adnan
Syafawati, Ab. Saad
Nornadia, Mohd Yazid
format Article
author Ahmad Kadri, Junoh
Muhammad Naufal, Mansor
Alezar, Mat Ya'acob
Farah Adibah, Adnan
Syafawati, Ab. Saad
Nornadia, Mohd Yazid
author_sort Ahmad Kadri, Junoh
title Crime Detection with ICA and artificial intelligent approach
title_short Crime Detection with ICA and artificial intelligent approach
title_full Crime Detection with ICA and artificial intelligent approach
title_fullStr Crime Detection with ICA and artificial intelligent approach
title_full_unstemmed Crime Detection with ICA and artificial intelligent approach
title_sort crime detection with ica and artificial intelligent approach
publisher Trans Tech Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/33876
_version_ 1643797322622042112
score 13.18916

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