Artificial intelligence & crime prediction: A systematic literature review

F Dakalbab, MA Talib, OA Waraga, AB Nassif… - Social Sciences & …, 2022 - Elsevier
The security of a community is its topmost priority; hence, governments must take proper
actions to reduce the crime rate. Consequently, the application of artificial intelligence (AI) in …

Crime prediction using machine learning and deep learning: A systematic review and future directions

V Mandalapu, L Elluri, P Vyas, N Roy - IEEE Access, 2023 - ieeexplore.ieee.org
Predicting crime using machine learning and deep learning techniques has gained
considerable attention from researchers in recent years, focusing on identifying patterns and …

Machine learning in crime prediction

K Jenga, C Catal, G Kar - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Predicting crimes before they occur can save lives and losses of property. With the help of
machine learning, many researchers have studied predicting crimes extensively. In this …

Extracting the pickpocketing information implied in the built environment by treating it as the anomalies

Y Yao, A Dong, Z Liu, Y Jiang, Z Guo, J Cheng, Q Guan… - Cities, 2023 - Elsevier
The practice of crime risk mapping, enabled by the utilization of geospatial big data such as
street view images, has received significant research attention. However, in situations where …

Machine learning algorithms for crime prediction under Indian penal code

RM Aziz, P Sharma, A Hussain - Annals of data Science, 2024 - Springer
In this paper, the authors propose a data-driven approach to draw insightful knowledge from
the Indian crime data. The proposed approach can be helpful for police and other law …

A novel multi-module approach to predict crime based on multivariate spatio-temporal data using attention and sequential fusion model

N Tasnim, IT Imam, MMA Hashem - IEEE Access, 2022 - ieeexplore.ieee.org
Forecasting crime is complex since several complicated aspects contribute to a crime.
Predicting crime becomes more challenging because of the enormous number of everyday …

Cognizable crime rate prediction and analysis under Indian penal code using deep learning with novel optimization approach

RM Aziz, A Hussain, P Sharma - Multimedia Tools and Applications, 2024 - Springer
The exacerbation of high crime rate has become a critical impediment to the country's
economy, therefore necessitating the involvement of data analysts and scientists in …

Spatiotemporal analysis of web news archives for crime prediction

A Umair, MS Sarfraz, M Ahmad, U Habib, MH Ullah… - Applied Sciences, 2020 - mdpi.com
In today's world, security is the most prominent aspect which has been given higher priority.
Despite the rapid growth and usage of digital devices, lucrative measurement of crimes in …

Developing machine learning based predictive models for smart policing

L Elluri, V Mandalapu, N Roy - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Crimes are problematic where normal social issues are confronted and influence personal
satisfaction, financial development, and quality-of-life of a region. There has been a surge in …

[PDF][PDF] Crime prediction and forecasting using machine learning algorithms

A Tamir, E Watson, B Willett, Q Hasan… - International Journal of …, 2021 - researchgate.net
This research will focus on machine learning algorithms for crime forecasting. In the modern
world, crime is becoming a major and complex problem. In this research, we discover the …