1. A Study of Lightweight Approaches to Analyze Crime Conditions in India.
- Author
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Saini, Bhavna, Saini, Dinesh Kumar, Srivastava, Sumit, and Aggarwal, Mayank
- Subjects
MACHINE learning ,CRIME ,CRIME statistics ,CASTE - Abstract
Crime prediction is an effort to cut down the crime rate and criminal activities in the society. This paper concentrates on monitoring the crime trends in India using data from 2001 to 2019. The work analyzes the crime condition in India by following a top-to bottom approach and implementing visualization and machine learning algorithms. Heat map visualization of India is done to focus on specific crime types for all states. Furthermore, various demography of human population like age-groups, sex, caste, etc., are considered to have a larger perspective of the issue. The model also suggest proactive measures based on these findings. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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