Abstraction: identification of GO or ChEBI terms embedded in a longer GO term, and replacement of this embedded term with a generic GTERM token, for an embedded GO term, or CTERM token, for an embedded ChEBI term.
The three transformations we perform are as follows: Abstraction: identification of GO or ChEBI terms embedded in a longer GO term, and replacement of this embedded term with a generic GTERM token, for an embedded GO term, or CTERM token, for an embedded ChEBI term.
By embedding term frequency vectors into continuous multi-dimension vector space (dimension of continuous vector space is much smaller than that of one-hot vector), the similarities between documents can be accurately and quickly computed.
Here, we draw on that insight and perform substitution of the embedded GO term with a generic label in order to better capture the overall structure of the (larger) term.
Unless the risk of similar problems becoming embedded long term is to be avoided, the nettle of Israeli settlements must be grasped firmly now.Tom GillenDublinSIR – Were the Israelis actually to freeze the settlements, might not terrorists, sensing progress, redouble their efforts to derail the peace process by an escalating of suicide attacks?
Well aware of the nuances embedded in terms like Chinese and Western, he is, at his best, one of the most exciting figures around.
In any case, the sites should have a sufficient size (minimum: 1 ha), and should be easily accessible, which means that the owners have to be integrated in the monitoring program in a contractually embedded long-term approach.
We are hopeful that greater use of drip irrigation will help embed long term behavioural changes on water efficiency.
Indeed, the run last September on a British mortgage lender, Northern Rock, was one event that helped to embed the term "credit crisis" firmly into the global consciousness.
Indeed, the run in September on a British mortgage lender, Northern Rock, was one event that helped to embed the term "credit crisis" firmly into the global consciousness.
To account for the unlabeled target instances in semi-supervised tasks, an embedding loss term is incorporated into the target domain feature mapping.
