PHLAT implements three major procedures to help leverage the prediction accuracy: extending mapping reference to include genome sequences outside the HLA loci of interest, applying stringent criteria to define the optimally mapped reads for an allele, selection of candidate alleles based on the counts of the optimal reads.
We report here the first steps in establishing a procedure for leveraging computational predictions in order to improve literature-based GO annotation consistency and quality.
Second, we limit the results and methods discussed in this paper to small, intra-chromosomal SV types for proof of concept in leveraging SV predictions to generate personal genomic sequence and estimating heterogeneity by comparing counts of spanning and soft-clipped reads.
In order to describe these theoretical results more quantitatively and leverage them for prediction, it is necessary to specify mathematical definitions for network communities and core-periphery structure.
The proposed system also leverages on the prediction models in [4, 6], to realise the prediction of future values of the network response time and consequently the user satisfaction metric.
Once the hospitality industry leverages marketing automation, prediction and emerging technologies like ibeacons, a traveler would be welcomed immediately as they arrive in the airport parking lot or hotel lobby, provided with all key information, and guided through their journey with personalized messages.
We attempted to leverage the computational predictions as a curation aid to help us improve our set of manual annotations.
But such contextual and other relevant information are available only in rare cases and cannot be generally leveraged in the prediction of TFBSs [ 38].
The prediction models leverage historical tweets to predict crime rate increases or decreases for the prospective timeframe.
A system that is over-reliant on prediction (through leverage, like the banking system before the recent crisis), hence fragile to unforeseen "black swan" events, will eventually break into pieces.
