Sentence examples for binary vector based on from inspiring English sources
It first converts each track into a binary vector based on genome wide occurrence; then the occurrence of one track is modeled as a function of the occurrence of other tracks through a log-linear model.
The phylogenetic profile of a protein is defined as a binary vector based on the presence (1) or absence (0) of its orthologous hits in the reference genomes.
Practically, the SLC algorithm on a pathway is implemented as bellows: (i) Discrete the expressions of DEVGs of case samples into binary vector based on the values of controls: for a DEVG, if its expression value is larger than the mean of controls, it is one in the binary vector; otherwise, it is zero.
Discrete the expressions of DEVGs of case samples into binary vector based on the values of controls: for a DEVG, if its expression value is larger than the mean of controls, it is one in the binary vector; otherwise, it is zero.
For the congruence analyses with tissue type information, we represented each cell line as a binary indicator vector based on its tissue origin, resulting in binary distance matrix (0 for the same tissue origin, 1 otherwise).
To address these issues, in this work, we propose a novel neural network-based approach to compute the embedding, i.e., a numeric vector, based on the control flow graph of each binary function, then the similarity detection can be done efficiently by measuring the distance between the embedding for two functions.
