New crime detection with LBP and GANN
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Springer-Verlag
2014
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| Online Access: | http://dspace.unimap.edu.my:80/dspace/handle/123456789/33873 |
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| Institution: | Universiti Malaysia Perlis |
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my.unimap-338732014-04-21T03:52:18Z New crime detection with LBP and GANN Ahmad Kadri, Junoh Muhammad Naufal, Mansor kadri@unimap.edu.my apairia@yahoo.com Crime rate Feed Forward Neural Network Genetic Algorithm Neural Network Local Binary Pattern Link to publisher's homepage at http://link.springer.com/ A current review of media sources indicates crimes of opportunity such as burglaries, purse-snatchings and vehicle theft, are consistently the most topical crime problems. The Malaysian government has taken several steps to increase police effectiveness and reduce crime since 2004. But their effectiveness is limited by low salaries and lack of manpower. Verily to compile a comprehensive afford of crime fighting capabilities. We present an explicit system to detect a crime scene with Local Binary Pattern (LBP) and a fusion of Genetic Algorithm with Neural Network (GANN). This system provided a good justification as a monitoring supplementary tool for the Malaysian police arm forced. 2014-04-21T03:52:18Z 2014-04-21T03:52:18Z 2013 Article Advances in Intelligent Systems and Computing, vol. 206 AISC, 2013, pages 655-660 978-364236980-3 2194-5357 http://link.springer.com/chapter/10.1007%2F978-3-642-36981-0_60 http://dspace.unimap.edu.my:80/dspace/handle/123456789/33873 en Springer-Verlag |
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Universiti Malaysia Perlis |
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| continent |
Asia |
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Malaysia |
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Universiti Malaysia Perlis |
| content_source |
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http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Crime rate Feed Forward Neural Network Genetic Algorithm Neural Network Local Binary Pattern |
| spellingShingle |
Crime rate Feed Forward Neural Network Genetic Algorithm Neural Network Local Binary Pattern Ahmad Kadri, Junoh Muhammad Naufal, Mansor New crime detection with LBP and GANN |
| description |
Link to publisher's homepage at http://link.springer.com/ |
| author2 |
kadri@unimap.edu.my |
| author_facet |
kadri@unimap.edu.my Ahmad Kadri, Junoh Muhammad Naufal, Mansor |
| format |
Article |
| author |
Ahmad Kadri, Junoh Muhammad Naufal, Mansor |
| author_sort |
Ahmad Kadri, Junoh |
| title |
New crime detection with LBP and GANN |
| title_short |
New crime detection with LBP and GANN |
| title_full |
New crime detection with LBP and GANN |
| title_fullStr |
New crime detection with LBP and GANN |
| title_full_unstemmed |
New crime detection with LBP and GANN |
| title_sort |
new crime detection with lbp and gann |
| publisher |
Springer-Verlag |
| publishDate |
2014 |
| url |
http://dspace.unimap.edu.my:80/dspace/handle/123456789/33873 |
| _version_ |
1643797321665740800 |