Using decision tree algorithms to screen individuals at risk of entry into sexual recidivism
Bibliographic Data
| ID | 10911621 |
|---|---|
| Authors | Patrick Lussier (0000-0003-3602-6483, Université Laval, corresponding author), Nadine Deslauriers-Varin, Nadine Deslauriers‐Varin (0000-0002-2645-0101, Université Laval), Justine Collin-Santerre (Université Laval), Roxane Bélanger (Université Laval) |
| Year | 2019 |
| Volume | 63 |
| Pages | 12-24 |
| Publication date | 2019-07-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Criminal Justice (JOURNAL) |
| Journal identifiers | ISSN: 0047-2352 • E-ISSN: 1873-6203 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.jcrimjus.2019.05.003 |
| OpenAlex | W2946352708 |
| Language | EN |
| Citations received | 5 |
| References cited | 47 |
Computer security · Decision tree · Logistic regression · Machine learning · Predictive value · Recidivism · Risk assessment · Sociology · Clinical Psychology · Computer Science · Crime Patterns and Interventions · Criminal Justice and Corrections Analysis · Demography · Internal Medicine · Medicine · Psychology · Psychopathy, Forensic Psychiatry, Sexual Offending
An intelligent assessment method of criminal psychological attribution based on unbalance data
Betting Against the Odds
The Application of Machine Learning to a General Risk–Need Assessment Instrument in the Prediction of Criminal Recidivism
Assessing the Risk of Repeat Victimization Using Structured and Unstructured Police Information
A Decision Tree Model for Profiling Citizens’ Support for Self-Help Strategies
Handbook of Sexual Assault
Applied Logistic Regression
The accuracy of recidivism risk assessments for sexual offenders
Predicting relapse
Comparing effect sizes in follow-up studies
A method of comparing the areas under receiver operating characteristic curves derived from the same cases.
An Exploratory Technique for Investigating Large Quantities of Categorical Data
Population Heterogeneity and State Dependence
A classification tree approach to the development of actuarial violence risk assessment tools
Effects of Automating Recidivism Risk Assessment on Reliability, Predictive Validity, and Return on Investment (ROI)
Community re-entry and the path toward desistance
The Successful Onset of Sex Offending
Population heterogeneity, state dependence and sexual offender recidivism
Patterns of criminal achievement in sexual offending
The adolescence-adulthood transition and Robins’s continuity paradox
The Effects of Life Circumstances on Longitudinal Trajectories of Offending
A person-oriented perspective on sexual offenders, offending trajectories, and risk of recidivism
A Meta-Analysis of the Predictors of Adult Offender Recidivism
| Citations per year | 1 |
|---|---|
| Citation span | 2021 - 2026 (6) |
| Highly cited | No |