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TopHat extracts the sequences for the resulting islands of contiguous sequence from the sparse consensus, inferring them to be putative exons.
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The literature available on the subject is vast but sparse, with no consensus established on a definite methodology and technique, making it difficult for the analyst or policy maker to adopt the recent developments or for the academic researcher to improve such a critical field.
We consider the problem of identifying optimal sparse graph representations of dense consensus networks.
In topologies of lower degree of connectivity like sparse network, these one-hop consensus synchronization algorithms have exhibited poor performance in terms of convergence speed and synchronization accuracy.
However, epidemiological data concerning ALI/ARDS and predefined clinical conditions in terms of incidence and temporal association are sparse and emerged before the consensus definitions were developed.
This motivates the design of multi-hop consensus time synchronization algorithm for sparse WSNs.
We have not reached a consensus on a definition of sparse data, but have acknowledged that we have different thresholds and now recognize this when we make judgements about the quality of evidence [ 16].
However, there is general consensus that awareness and knowledge are sparse and incomplete, suggesting a long and important road ahead for advocacy and awareness-raising efforts.
The method combines compressed sensing (sparse reconstruction by ℓ1-constrained optimization) with distributed average consensus (mixing the pointwise sensor measurements by local communication among the sensors).
On the other hand, if the Max network is sparse with most adjacencies close to zero, Preserv and Consensus differ.
Though evidence to support these guidelines, particularly with regards to intensity of activity [ 44], is currently sparse [ 6], the field is moving towards a consensus with regards activity requirements in young children.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com