Crime Detection with ICA and artificial intelligent approach
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Trans Tech Publications
2014
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| Institution: | Universiti Malaysia Perlis |
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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 |
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Malaysia |
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Universiti Malaysia Perlis |
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| language |
English |
| topic |
Crime rate Independent component analysis Linear discriminant analysis k-Nearest Neighbor |
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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 |