Methods used to link crimes using behaviour: A literature review
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 …
analysis, methods used to predict linkage status/series membership, and methods used to …
CrimeTelescope: crime hotspot prediction based on urban and social media data fusion
Crime is a complex social issue impacting a considerable number of individuals within a
society. Preventing and reducing crime is a top priority in many countries. Given limited …
society. Preventing and reducing crime is a top priority in many countries. Given limited …
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 …
committed by the same offenders. It can be regarded as a binary classification task detecting …
Applied intelligent data analysis to government data related to criminal incident: A systematic review
K Henrique de Jesus Prado… - Journal of Applied …, 2020 - Taylor & Francis
Context Crime is a prevalent social problem, then, government and society, in general, have
had enormous problems caused by this phenomenon. However, with the increasing ability …
had enormous problems caused by this phenomenon. However, with the increasing ability …
[HTML][HTML] Forensic intelligence: Data analytics as the bridge between forensic science and investigation
Y Delgado, BS Price, PJ Speaker, SL Stoiloff - Forensic Science …, 2021 - Elsevier
Scientists should not play a role in investigations nor should investigators play a role in the
scientific analyses. One way to bridge the relationship between the forensic scientist and the …
scientific analyses. One way to bridge the relationship between the forensic scientist and the …
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 …
can be treated as a binary classification problem. Some crimes are difficult to determine …
The detection of criminal groups in real-world fused data: using the graph-mining algorithm “GraphExtract”
D Robinson, C Scogings - Security Informatics, 2018 - Springer
Law enforcement and intelligence agencies generally have access to a number of rich data
sources, both structured and unstructured, and with the advent of high performing entity …
sources, both structured and unstructured, and with the advent of high performing entity …
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 …
crimes and considering the likelihood they are linked to the same offender. This study builds …
An approach for understanding offender modus operandi to detect serial robbery crimes
YS Li, ML Qi - Journal of Computational Science, 2019 - Elsevier
Detecting serial crimes is one of the most challenging tasks in crime analysis. Linking crimes
committed by the same criminal can improve the work efficiency of police offices and …
committed by the same criminal can improve the work efficiency of police offices and …
A decision support system for detecting serial crimes
H Chi, Z Lin, H Jin, B Xu, M Qi - Knowledge-Based Systems, 2017 - Elsevier
Serial crimes pose a great threat to public security. Linking crimes committed by the same
offender can assist the detecting of serial crimes and is of great importance in maintaining …
offender can assist the detecting of serial crimes and is of great importance in maintaining …