Hybrid ST-ResNet and LSTM approach for precise crime hotspot prediction

Abstract Crime is a critical social issue that threatens public safety, and accurately predicting and reducing crime in hotspot areas is a key objective. Crime patterns are inherently complex, with substantial spatial and temporal variability, which makes accurate prediction challenging. This study...

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Bibliografiske detaljer

Principais autores:	Nasim Shahmoradi, Ali Asghar Alesheikh, Ali Jafari, Aynaz Lotfata
Format:	Artigo
Sprog:	Inglês
Udgivet:	Nature Portfolio 2025-11-01
Serier:	Scientific Reports
Fag:	Real-time crime prediction Hotspot mapping Spatio-temporal analysis ST-ResNet LSTM networks
Online adgang:	https://doi.org/10.1038/s41598-025-24559-7
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