DNA-MAP, a knowledge-based decision support system for Australian Defence Force forensic ancestry prediction
|
Kyle James Thesis
(PDF 2MB)
Available under License Creative Commons Attribution Non-commercial No Derivatives 4.0. |
Description
Development of a Knowledge-Based Decision Support System to predict ancestry of the remains of missing World War Two soldiers in South-East Asia. By utilizing biological and historical information provided by the user, ancestry is assigned based on complex statistical analyses searching for distinctive patterns in the DNA that distinguish between the Australian and Japanese populations. Important features taken into consideration are the detection of a rare event, the effect of sample size and the impact of natural variation.
Impact and interest:
Citation counts are sourced monthly from Scopus and Web of Science® citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.
Citations counts from the Google Scholar™ indexing service can be viewed at the linked Google Scholar™ search.
Full-text downloads:
Full-text downloads displays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
| ID Code: | 213211 |
|---|---|
| Item Type: | QUT Thesis (PhD) |
| Supervisor: | Vagenas, Dimitrios & Griffiths, Lyn |
| Keywords: | Biogeographic ancestry prediction, Classification tool, Generic Bayesian, Logistic model tree, Parsimony, Rare event detection, Simulated admixture, STRUCTURE |
| DOI: | 10.5204/thesis.eprints.213211 |
| Divisions: | Current > Research Centres > Centre for Genomics and Personalised Health Current > QUT Faculties and Divisions > Faculty of Health Current > Schools > School of Biomedical Sciences |
| Institution: | Queensland University of Technology |
| Deposited On: | 15 Sep 2021 04:53 |
| Last Modified: | 20 Sep 2021 01:53 |
Export: EndNote | Dublin Core | BibTeX
Repository Staff Only: item control page
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)