Women's perception of safety in public spaces is influenced not only by potential risks of crime or accidents but also by diverse built environment, individual, and social characteristics. This research addresses the critical issue of women’s safety in urban environments, emphasizing the need for innovative solutions to establish secure pathways. This framework will guide iwda to work towards a consistent approach to women and girls’ rights to safety and security. It is intended to support a systematic approach to iwda’s safety and. A creative approach to integrated safety with machine learning algorithms abstract:
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