@article{(Open Science Index):https://publications.waset.org/pdf/3257,
	  title     = {Geographic Profiling Based on Multi-point Centrography with K-means Clustering},
	  author    = {Jiaji Zhou and  Le Liang and  Long Chen},
	  country	= {},
	  institution	= {},
	  abstract     = {Geographic Profiling has successfully assisted investigations for serial crimes. Considering the multi-cluster feature of serial criminal spots, we propose a Multi-point Centrography model as a natural extension of Single-point Centrography for geographic profiling. K-means clustering is first performed on the data samples and then Single-point Centrography is adopted to derive a probability distribution on each cluster. Finally, a weighted combinations of each distribution is formed to make next-crime spot prediction. Experimental study on real cases demonstrates the effectiveness of our proposed model.
},
	    journal   = {International Journal of Mathematical and Computational Sciences},
	  volume    = {6},
	  number    = {1},
	  year      = {2012},
	  pages     = {114 - 117},
	  ee        = {https://publications.waset.org/pdf/3257},
	  url   	= {https://publications.waset.org/vol/61},
	  bibsource = {https://publications.waset.org/},
	  issn  	= {eISSN: 1307-6892},
	  publisher = {World Academy of Science, Engineering and Technology},
	  index 	= {Open Science Index 61, 2012},
	}