Sentence examples for using an unsupervised view from inspiring English sources
The EMVC algorithm performs annotation optimization on variable clusters computed using an unsupervised view of experimental data.
The fact that the EMVC algorithm uses an unsupervised view of the data to just filter annotations from existing gene sets therefore makes it well suited for this use case.
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.
Expression patterns of the five proteins were recognized using an unsupervised hierarchical cluster analysis.
