Daniel Birks

University of Leeds — United Kingdom

Social Sciences · Social Sciences

16h-index880citations65works1.32yr avg
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Research Topics

Crime Patterns and Interventions(36), Crime, Illicit Activities, and Governance(24), Policing Practices and Perceptions(8), Cybercrime and Law Enforcement Studies(6), Wildlife Conservation and Criminology Analyses(6)

Publications65 total

The Effect of Police Deployment Strategy on Emergency Response Times: An Agent-based Modelling Investigation
CrimRxiv·2025Open Access
The Effect of Police Deployment Strategy on Emergency Response Times: An Agent-based Modelling Investigation
2025Open Access
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives
Journal of Quantitative Criminology·2025Open Access
Associations between school absence and negative post-education destinations observed in a population database
2025Open Access
Agent-Based Modeling in Criminology
CrimRxiv·2025Open Access
Agent-Based Modeling in Criminology
Annual Review of Criminology·2025· 6 citedOpen Access
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives
CrimRxiv·2024Open Access
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives
arXiv (Cornell University)·2024Open Access
Size isn't everything: Understanding the relationship between police workforce and crime problems
Journal of Criminal Justice·2024· 6 citedOpen Access
Mitigating housing market shocks: an agent-based reinforcement learning approach with implications for real-time decision support
Journal of Simulation·2024· 1 citedOpen Access
Learning the rational choice perspective: A reinforcement learning approach to simulating offender behaviours in criminological agent-based models
Computers Environment and Urban Systems·2024· 5 citedOpen Access
Learning the rational choice perspective: A reinforcement learning approach to simulating offender behaviours in criminological agent-based models
CrimRxiv·2024Open Access
The risk of negative feedback loops in some weighted measures of crime harm
Crime Science·2024Open Access
The risk of negative feedback loops in some weighted measures of crime harm
CrimRxiv·2024Open Access
Linking artificial intelligence facilitated academic misconduct to existing prevention frameworks
International Journal for Educational Integrity·2023· 50 citedOpen Access
Exploring spatial patterns of vulnerability using linked health data
International Journal for Population Data Science·2023Open Access
What insights can ambulance data provide on vulnerable groups?
International Journal for Population Data Science·2023Open Access
What do you want theory for? - A pragmatic analysis of the roles of “theory” in agent-based modelling
Environmental Modelling & Software·2023· 15 citedOpen Access
Linking artificial intelligence facilitated academic misconduct to existing prevention frameworks
CrimRxiv·2023· 1 citedOpen Access
Linking artificial intelligence facilitated academic misconduct to existing prevention frameworks
2023· 1 cited
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Frequent Co-authors

Michael Townsley(10), Alison Heppenstall(8), Anna Stewart(6), Shane D. Johnson(6), Joseph Clare(6), Sedar Olmez(5), Kate Bowers(4), Ken Pease(4), Troy Allard(4), James Ogilvie(4), Nick Malleson(4), Jiaqi Ge(4), Wim Bernasco(3), Stijn Ruiter(3), Gentry White(3), April Chrzanowski(3), Simon Little(3), T. Davies(2), Alex Coleman(2), Melanie Wellsmith(2)