In a first step, we merge irrelevant density fluctuations which we consider as noise.
The difference in results remained strong when we merged the two lowest density categories to include 0%to25%5% density.
The authors measured how these clusters merged or increased their density over time and found that the psychoanalytical cluster remained isolated, whereas the biological and social clusters had merged into a new cluster (representing an integrated model).
After 30 rounds of iterations with three-class classification, two classes that contained 35,300 members in total and showed almost identical reconstruction in the TibA density were merged together for subsequent 3D refinement.
For analysis of antibody binding, all members of class averages showing additional density were merged and subjected to further rounds of alignment and classification, with approximately 15-20 images per class.
Following a gap in the density between the two tubes, the second one continues until it merges with the density for the VPS15 HEAT domains.
The SNP tags were filtered with a minimum alignment quality score of 37, and then markers that passed the quality requirements were merged with the high-density genetic map from SynOpDH population.
The results showed that the congestion index, merging ratio, ramp density, and average daily traffic significantly affect the crash frequency.
Since any similarity measure solely based on the distances between SOM prototypes underutilizes available SOM knowledge such as data topology and data distribution, recent studies merges distance and density information.
We manually reviewed each of the resulting clusters, adjusting the end points to more precisely reflect increasing SNV density, merging closely spaced clusters separated by repeats or other regions where SNVs were unable to be called.
