Empirical Analysis for Crime Prediction and Forecasting Using Machine Learning and Deep Learning Techniques

Empirical Analysis for Crime Prediction and Forecasting Using Machine Learning and Deep Learning Techniques

Authors- Pravin K, Dr. Naga Sundaram

Abstract--Crime forecasting is one of the most wanted possible forecasts, as it could lead to fewer crimes and fewer police forces to secure threatened areas. However, predicting when and where crime will happen is challenging. Even modern predictive policing methods don’t provide a reasonable or accurate approximation to forecast crimes. It has a long history of experiments and tests to reduce and to prevent crime. Deep Learning is a relatively new machine learning topic, which achieved state-of-the-art performance in many tasks and slowly but surely changes the machine learning area. For a few tasks, it is even better than the human himself.

DOI: /10.61463/ijset.vol.13.issue3.154