Sentence examples for using an unsupervised mixture from inspiring English sources
These evidence values are further analyzed using an unsupervised mixture model approach to determine an optimal prediction threshold for filtering of false positives.
A recent study [ 15] used an unsupervised mixture modeling approach, independent of AD diagnosis, to identify a molecular signature derived from a mixture of Aβ1-42 and P-tau181P that was associated with AD.
Another commonly used genotype-calling algorithm, Illuminus (Teo et al., 2007), also designed for Illumina arrays, again clusters intensity data across samples on a per SNP basis, using an unsupervised clustering method based on a mixture model of Student's t-distributions.
Landsat images were processed using an unsupervised classification.
Parameter learning in DBM is performed using an unsupervised layer-wise training procedure.
A library of overlapping local structural prototypes was built using an unsupervised clustering approach called "hybrid protein model" (HPM).
Individual ancestry estimates were assessed using an unsupervised assignment of individuals to populations by means of STRUCTURE 2.2 [48].
They were obtained using an unsupervised classifier similar to Kohonen Maps [106] and Hidden Markov Models [107].
Gene expression data was clustered using an unsupervised hierarchical clustering algorithm using PermutMatrix [ 66].
Our goal in using an unsupervised method is to get an approximate grouping of data.
A heat map of over 6,000 differentially regulated genes was generated using an unsupervised clustering algorithm.
