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A Suicidal Ideation Detection Framework on Social Media Using Machine Learning and Genetic Algorithms

Suicide is a serious problem that affects modern societies all over the world, and its prevention is critical. Suicidal ideas are influenced by a variety of risk factors, such as depression, anxiety, hopelessness, and social isolation. Early detection of these risk factors can significantly reduce o...

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Uloženo v:
Hlavní autoři: Abdallah Basyouni, Hatem Abdulkader, Wail S. Elkilani, Abdullah Alharbi, Yulong Xiao, Asmaa H. Ali
Médium: Artigo
Jazyk:Inglês
Vydáno: IEEE 2024-01-01
Edice:IEEE Access
Témata:
Mental health
suicide detection
Reddit social media
feature selection
genetic algorithm
On-line přístup:https://ieeexplore.ieee.org/document/10666498/
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