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 …

Information fusion in crime event analysis: A decade survey on data, features and models

K Hu, L Li, X Tao, JD Velásquez, P Delaney - Information Fusion, 2023 - Elsevier
Crime event analysis (CEA) has become increasingly important in assisting humans in
preventing future crimes. A fundamental challenge in the research community lies in the …

A criminal macrocause classification model: An enhancement for violent crime analysis considering an unbalanced dataset

RV dos Santos Júnior, JVV Coelho, NAA Cacho… - Expert Systems with …, 2024 - Elsevier
This study introduces a novel model designed to classify macrocauses of violent crimes. The
model's practical application is demonstrated through its integration into the framework of …

Map** Crime Dynamics: Integrating Textual, Spatial, and Temporal Perspectives

T Reddi, C Kusuma, S Parvin - 2024 IEEE 15th Annual …, 2024 - ieeexplore.ieee.org
In recent years, predicting crime for a particular region using Machine Learning (ML) has
gained much attention. We applied algorithms to categorize crime types and examine the …

Forecasting of Crime Hotspots and Analysis using Machine Learning

G Maheswari, S Felixa, AJ Vidhya… - … on Advances in …, 2024 - ieeexplore.ieee.org
One of the most important and concerning aspects of our society is crime. Countless crimes
are committed daily, and as a result, the lives of all individuals are becoming increasingly …

EGFD-AROMA-based Pattern Forecasting with Crime Rate Level Identification

J Johnson, R Chitra, AMA Bamini - 2023 Third International …, 2023 - ieeexplore.ieee.org
In numerous cities, crime has become a chief concern that leads to the rising demand for
timely predicting citywide crime occurrence. Therefore, this paper proposes an efficient …

ARTIFICIAL INTELLIGENCE FOR CRIME PREDICTION AND PREVENTION–A LITERATURE REVIEW

P Iacobescu, C Anghel - The Annals of “Dunarea de Jos “University of …, 2023 - gup.ugal.ro
Crime prevention is a key concern in modern society, with significant implications for public
safety and informed law enforcement decision-making. An innovative approach in this …

Apprentissage interprétable de la criminalité en France (2012-2021)

N Meddouri, D Beserra - Atelier GAST (Gestion et Analyse de données …, 2024 - hal.science
L'activité criminelle en France a connu une évolution significative au cours des deux
dernières décennies, marquée par la recrudescence des actes de malveillance, notamment …