3 papers
cs.HC2026
How Analysts Use AI in High-Stakes Crime Linkage: An Industrial Study
Jessica Woodhams, Amy Burrell, Wanyin Li +9
Crime linkage analysis is used in many countries to identify series of offences that may have been committed by the same individual. In practice, specialist analysts manually searc…
cs.LG2026
Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network
Yicheng Zhan, Fahim Ahmed, Amy Burrell +4
Effective crime linkage analysis is crucial for identifying serial offenders and enhancing public safety. To address limitations of traditional crime linkage methods in handling hi…
cs.CY2026
Data-Dependent Goal Modeling for ML-Enabled Law Enforcement Systems
Dalal Alrajeh, Vesna Nowack, Patrick Benjamin +15
Investigating serious crimes is inherently complex and resource-constrained. Law enforcement agencies (LEAs) grapple with overwhelming volumes of offender and incident data, making…