MAIES: A tool for DNA mixture analysis

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

We describe an expert system, Maies, un- der development for analysing forensic iden- tification problems involving DNA mixture traces using quantitative peak area infor- mation. Peak area information is repre- sented by conditional Gaussian distributions, and inference based on exact junction tree propagation ascertains whether individuals, whose profiles have been measured, have con- tributed to the mixture. The system can also be used to predict DNA profiles of unknown contributors by separating the mixture into its individual components. The use of the system is illustrated with an application to a real world example. The system implements a novel MAP (maximum a posteriori) search algorithm that is briefly described.
OriginalsprogEngelsk
TitelProceedings of the Twenty-Second Conference Conference on Uncertainty in Artificial Intelligence (UAI-06) : July 13- 16 2006, Cambridge, MA, USA
RedaktørerRina Dechter, Thomas S. Richardson
Antal sider8
ForlagAUAI Press
Publikationsdato2006
Sider90-97
ISBN (Trykt)0-9749039-2-2
StatusUdgivet - 2006
Eksternt udgivetJa

ID: 127868720