Hybrid support vector regression and autoregressive integrated moving average models improved by particle swarm optimization for property crime rates forecasting with economic indicators

• Main Authors: Alwee, Razana, Shamsuddin, Siti Mariyam, Sallehuddin, Roselina
• Format: Article
• Language: English
• Published: Hindawi Publishing Corporation 2013
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/49187/1/RazanaAlwee2013_Hybridsupportvectorregression.pdf; http://eprints.utm.my/id/eprint/49187/; http://dx.doi.org/10.1155/2013/951475
• Institution: Universiti Teknologi Malaysia

Crimes forecasting is an important area in the field of criminology. Linear models, such as regression and econometric models, are commonly applied in crime forecasting. However, in real crimes data, it is common that the data consists of both linear and nonlinear components. A single model may not...