We observed that most of the edges removed by EA algorithm were class II edges (i.e., possessing sequencing errors).
Once a peak is misjudged as noise and removed by denoising algorithm, it will never be found by the subsequent peak identification.
Sequence reads were filtered for quality, paired-end reads aligned to the reference genome with the Burrows-Wheeler Aligner (BWA) [ 12], and duplicate fragments removed by rmdup algorithm.
It is therefore important to make sure that an extensive local dictionary is used to ensure locations smaller than a state, and in particular hospital-specific names, are removed by the algorithm.
For example, a 1 kb bin that corresponds to a repeated sequence could be over represented because of the faster renaturation kinetics of repeated sequences, or it could be underrepresented if reads from repeated elements were removed by the algorithm used to map the reads (in our case Repeat Masker).
The posts would have been reported by a user to Facebook's community standards team, who would then have made the decision to remove them, rather than being removed automatically by algorithm.
This was a favourable situation for the use of batch correction algorithms, and accordingly, the batch effect was perfectly removed by the ComBat algorithm.
Dataset 2: Dataset 1 after specular highlights are removed by the proposed algorithm.
To avoid potential confounding of coexpressed genes, duplicated genes were removed by a novel algorithm that clusters genes together according to their annotations and genomic locations as determined by the hypergeometric distribution (MW and KP, manuscript in preparation).
Chimera sequences were removed by the Uchime algorithm with self-references.
Consider the k-th edge e k = u k, uk′) removed by the greedy algorithm.
