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pro vyhledávání: '"Taylor, Duncan"'
The application of Shapley values to high-dimensional, time-series-like data is computationally challenging - and sometimes impossible. For $N$ inputs the problem is $2^N$ hard. In image processing, clusters of pixels, referred to as superpixels, are
Externí odkaz:
http://arxiv.org/abs/2409.18156
Autor:
Taylor, Duncan, Humphries, Melissa
DNA profiles are made up from multiple series of electrophoretic signal measuring fluorescence over time. Typically, human DNA analysts 'read' DNA profiles using their experience to distinguish instrument noise, artefactual signal, and signal corresp
Externí odkaz:
http://arxiv.org/abs/2408.16169
Autor:
Buckleton, John, Susik, Mateusz, Curran, James M., Cheng, Kevin, Taylor, Duncan, Bright, Jo-Anne, Kelly, Hannah, Wivell, Richard
There is interest in comparing the output, principally the likelihood ratio, from the two probabilistic genotyping software EuroForMix (EFM) and STRmix. Many of these comparison studies are descriptive and make little or no effort to diagnose the cau
Externí odkaz:
http://arxiv.org/abs/2307.00015
STRmix has been in operational use since 2012 for the interpretation of forensic DNA profiles. During that time incremental improvements have been made to the modelling of variance for single and composite peaks, and drop-in. The central element of t
Externí odkaz:
http://arxiv.org/abs/2208.06695
We discuss a range of miscodes found in probabilistic genotyping (PG) software and from other industries that have been reported in the literature and have been used to inform PG admissibility hearings. Every instance of the discovery of a miscode in
Externí odkaz:
http://arxiv.org/abs/2205.09788
Publikováno v:
In Forensic Science International November 2024 364
Publikováno v:
In Forensic Science International: Genetics November 2024 73
Publikováno v:
In Forensic Science International: Genetics November 2024 73
Publikováno v:
In Forensic Science International: Genetics May 2024 70