Methods used to link crimes using behaviour: A literature review

A Burrell, B Costello, J Woodhams - Aggression and Violent Behavior, 2024 - Elsevier
This paper reviews the crime linkage literature to identify how data were pre-processed for
analysis, methods used to predict linkage status/series membership, and methods used to …

A novel random forest approach for imbalance problem in crime linkage

YS Li, H Chi, XY Shao, ML Qi, BG Xu - Knowledge-Based Systems, 2020 - Elsevier
Crime linkage is a challenging task in crime analysis, which is to find serial crimes
committed by the same offenders. It can be regarded as a binary classification task detecting …

Thresholds learning of three-way decisions in pairwise crime linkage

Y Li, X Shao - Applied Soft Computing, 2022 - Elsevier
Crime linkage is a difficult task and is of great significance to maintaining social security. It
can be treated as a binary classification problem. Some crimes are difficult to determine …

Factors associated with rape case attrition in the South African criminal justice system: A national cross-sectional study

M Machisa, R Jina, G Labuschagne… - The British Journal of …, 2023 - academic.oup.com
The attrition of rape cases within the criminal justice system is driven by different factors. We
aimed to describe the patterns of rape case attrition and associated factors in South Africa …

Advancing Crime Linkage Analysis with Machine Learning: A Comprehensive Review and Framework for Data-Driven Approaches

V Lima, U Karabiyik - arXiv preprint arXiv:2411.00864, 2024 - arxiv.org
Crime linkage is the process of analyzing criminal behavior data to determine whether a pair
or group of crime cases are connected or belong to a series of offenses. This domain has …

Linking foraging domestic burglary: An analysis of crimes committed within police-identified optimal forager patches

E Halford - Journal of Police and Criminal Psychology, 2023 - Springer
Crime linkage is a systematic way of assessing behavioural or physical characteristics of
crimes and considering the likelihood they are linked to the same offender. This study builds …

Evaluating the use of data-based offender profiling by researchers, practitioners and investigative journalists to address unresolved serial homicides

E Yaksic - Journal of Criminal Psychology, 2020 - emerald.com
Purpose The purpose of this article is to improve the use of evidence-based practice and
research utilization in the offender profiling process. The use of offender profiling has been …

Receiver operating characteristic curves in the crime linkage context: Benefits, limitations, and recommendations

L Ewanation, C Bennell, M Tonkin… - Applied Cognitive …, 2023 - Wiley Online Library
Deciding whether two crimes have been committed by the same offender or different
offenders is an important investigative task. Crime linkage researchers commonly use …

Reflections on increasing the value of data on sexual violence incidents against children to better prevent and respond to sexual offending in Kenya

Z Ji, S Rockowitz, HD Flowe, LM Stevens, W Kanja… - Societies, 2022 - mdpi.com
In many countries, data collection on sexual violence incidents is not integrated into the
healthcare system, which makes it difficult to establish the nature of sexual offences in this …

Offence characteristics: A comparison of lone, duo, and 3+ perpetrator robbery offences

S Wüllenweber, A Burrell - Psychology, crime & law, 2021 - Taylor & Francis
The current study investigated characteristics of robbery offences with a focus on lone
versus multiple perpetrator crimes. The main aim was to outline differences between lone …