Assuming that all necessary Atomic message translators (either inferred, generated or off-the-shelf) for the mediated applications are available we generate a set of CCL message translators corresponding to the set of message types exchanged.
These methods utilize the unlabeled target instances during the training process and generally either infer their labels, align the source data (or source prediction function) to that of the target domain, incorporate them into the mapping process, or utilize them otherwise to represent the target domain.
Individual data items could then be related together by relationships, which are either inferred by the system based on certain attributes or explicitly stated by the user.
The parcellation of MR images, therefore, involves either inferring such boundaries from prior data or using observable landmarks such as sulci as the basis for delineating regions.
STRING assigns normalized confidence scores to many different types of protein associations: some from experiments (physical and genetic protein interactions), or derived from co-expression, and others either inferred by literature annotation or transferred from homology.
Consensus Map (CMAP) files include the molecule map lengths and label positions for long genomic regions that are either inferred from assembly of raw single molecule maps (Fig. 1(7–8)) or in silico from sequence scaffolds (Fig. 1(3–4)).
Of this set, we classified eight proteins as TTAGGG-repeat binding either inferred from homology and/or validated experimentally (Fig. 4) with two proteins recognizing the single-strand overhang and six proteins binding the double-strand TTAGGG repeat.
The methods that integrate multiple datasets could synergize the strength of each dataset and either infer a more accurate network if all the integrated datasets are in high qualities or infer a robust network which is better than the worse one that is from a single dataset.
In (24), we either infer from the context that one animal is sick so the speaker does not want it, or our common sense tells us that illness makes something undesirable; in either case, a cause-result relation between V1 and V2 is determined.
It is often desired to compare the similarity among motifs using their PFMs to either infer the cognate TF of a putative motif by comparing it with known motifs in a database or to cluster redundant or sub-motifs of the same TF or motifs of related TFs.
The remaining genes on this list (items 13 37) have never been formally linked to AD, but their possible involvement could be either inferred from the literature or from the results of the present study.
