Machine Learning Applied to Improve Prevention of, Response to, and Understanding of Violence Against Women

Machine Learning Applied to Improve Prevention of, Response to, and Understanding of Violence Against Women

Intimate partner violence (IPV) remains a critical issue that requires data-driven solutions to improve victim profiling and intervention strategies. This study introduces Mujer Segura, an innovative web application designed to collect structured data on IPV cases and predict their severity using ma...

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Bibliographic Details
Main Authors: Mariana Carolyn Cruz-Mendoza, Roberto Angel Melendez-Armenta, Juana Canul-Reich, Julio Muñoz-Benítez
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Informatics
Subjects:
gradient boosting classifier
machine learning
prevention violence
random forest
web platform
Online Access:https://www.mdpi.com/2227-9709/12/2/40
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