The week's pick
Reseach Article
Crime Analysis using K-Means Clustering
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 83 - Number 4 |
| Year of Publication: 2013 |
| Authors: Jyoti Agarwal, Renuka Nagpal, Rajni Sehgal |
10.5120/14433-2579
|
Jyoti Agarwal, Renuka Nagpal, Rajni Sehgal . Crime Analysis using K-Means Clustering. International Journal of Computer Applications. 83, 4 ( December 2013), 1-4. DOI=10.5120/14433-2579
Abstract
In today's world security is an aspect which is given higher priority by all political and government worldwide and aiming to reduce crime incidence. As data mining is the appropriate field to apply on high volume crime dataset and knowledge gained from data mining approaches will be useful and support police force. So In this paper crime analysis is done by performing k-means clustering on crime dataset using rapid miner tool.
References
- De Bruin ,J. S. ,Cocx,T. K,Kosters,W. A. ,Laros,J. and Kok,J. N(2006) Data mining approaches to criminal carrer analysis ,"in Proceedings of the Sixth International Conference on Data Mining (ICDM"06) ,Pp. 171-177
- Manish Gupta1*, B. Chandra1 and M. P. Gupta1,2007 Crime Data Mining for Indian Police Information System
- Nazlena Mohamad Ali1, Masnizah Mohd2, Hyowon Lee3, Alan F. Smeaton3, Fabio Crestani4 and Shahrul Azman Mohd Noah2 ,2010 Visual Interactive Malaysia Crime News Retrieval System
- Sutapat Thirprungsri Rutgers University . USA ,2011 Cluster Analysis of Anomaly Detection in Accounting Data : An Audit Approach 1
- A. Malathi ,Dr. S. Santhosh Baboo. D. G. Vaishnav College,Chennai ,2011 Algorithmic Crime Prediction Model Based on the Analysis of Crime Clusters.
- Malathi. A 1 ,Dr. S. Santhosh Baboo 2 and Anbarasi . A 31 Assistant professor ,Department of Computer Science ,Govt Arts College ,Coimbatore , India . 2 Readers , Department of Computer science , D. G. Vaishnav Collge ,Chennai , India , 2011 An intelligent Analysis of a city Crime Data Using Data Mining
- Malathi , A; Santhosh Baboo , S, 2011 An Enhanced Algorithm to Predict a Future Crime using Data Mining
- Kadhim B. Swadi al-Janabi . Department of Computer Science . Faculty of Mathematics and Computer Science . University of Kufa/Iraq , 2011 A Proposed Framework for Analyzing Crime DataSet using Decision Tree and Simple K-means Mining Algorithms.
- Aravindan Mahendiran, Michael Shuffett, Sathappan Muthiah, Rimy Malla, Gaoqiang Zhang,2011 Forecasting Crime Incidents using Cluster Analysis and Bayesian Belief Networks
- Sutapat Thiprungsri,2012 Cluster Analysis for Anomaly Detection in Accounting Data : An Audit Approach1
- K. Zakir Hussain, M. Durairaj and G. Rabia Jahani Farzana ,2012 Application of Data Mining Techniques for Analyzing Violent Criminal Behavior by Simulation Model
- https://www. gov. uk/government/publications/offences-recorded-by-the-police-in-england-and-wales-by-offence-and-police-force-area-1990-to-2011-12
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