Published Paper Details:

Crime forecasting and prediction using machine learning has become an important field of study in recent years. By analyzing historical crime data, machine learning algorithms can identify patterns and trends that help predict the likelihood of future crimes occurring in specific areas or times. Every nation needs to prioritize its efforts in the areas of criminal investigation and prevention. The number of criminal cases in India and other countries is increasing at a rapid place, which has resulted in an increasing number of active cases. Keeping up with the growing quantity of criminal cases is becoming more and more challenging. Preventing criminal behavior in a given area requires an understanding of its trends. Having a comprehensive understanding of the patterns of criminal conduct prevalent in a certain area might enhance the efficacy of crime-solving organizations. Despite the significant and ongoing issue of crime against women, women's safety and protection are primary concerns. This work uses ensemble methods to anticipate crime patterns that could emerge in a given area.