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The high crime rates present in various regions of the State of Mexico are a high impact social problem which must be reduced. Associated with the criminal groups are a series of marks that, passing through graffiti, are confused as art, but they are indicative of the zone of influence of the criminal groups. The application of artificial intelligence techniques to solve problems of social impact has been one of the main objectives since its conception. The systems of image processing and intelligent pattern recognition are useful tools for this purpose. The present work presents an alert system composed of two stages, on the one hand an image recognition system based on artificial neural networks under the Multilayer Perceptron approach and a Backpropagation training scheme. On the other hand, a mobile application of alerts is developed that identifies the zone by

Mapeo de incidencia criminal en el Estado de México mediante procesamiento digital de imágenes