With special thanks to Ishna Kaul for designing anomaly detection algorithms and sharing the research which lead to this blog and notebook. Also, Thanks to AmritpalSingh for review and all the sug...
2b). Cells were debarcoded with the DebarcodeR algorithm to separate cell populations by fluorescent intensity of each barcode dye for digital reassignment to the original plate well (Fig. 2b). Conventionally, non-viable cells are excluded from analysis due to inconsistent reactions with ...
Simple implementation resulting in slightly higher than O(n) can be done using an equivalence class algorithm. For character recognition, the method of the present invention utilizes a character classifier that is based on a matrix comparison, as opposed to stroke features. The trained font for ...
(Rnor_6.0) using the CLC RNA-Seq algorithm, allowing mapping to intergenic regions, using default parameters except for the following: minimum alignment length 80%, minimum similarity 80% with the maximum number of hits for a read set to 30. Total read counts were used as a measure of ...
Random forest regression Categorization and regression are both accomplished via the use of a machine learning technique known as Random Forest Regression44. This method could be handy. It extends Random Forest, a categorization method. However, it was designed for that function. Applied to forecast...
In 2005, a new medium, called the soil-extract agar medium, was used to cultivate microorganisms from soil; some novel bacteria and Actinomycetes were identified using this medium [14]. Recently, a novel strategy for designing highly selective media called selective medium-design algorithm ...
a function of both (unknown) allele frequencies and (unknown) individual inbreeding coefficient (as a proportion of identical by descent alleles in genotype of an individual). Using a Markov Chain Monte Carlo approach (mixed Gibbs-Metropolis algorithm), I4A estimates simultaneously marginal posterior ...
(C)based on the Maxent algorithm ofEpidendrum madsenii(blue) andE. rhopalostele(red). The different maps assess similarity of niche models between the two species using the intersection of both MPA species. Predominance of one color indicates niche differentiation whereas a dark color indicates ...
Meanwhile, a genetic barrier for cpDNA was detected between group HH–LCJ and the other two groups based on Monmonier’s maximum difference algorithm (Fig. 1b). Fig. 3 Genetic landscape shape analysis for Quercus kerrii populations based on a cpDNA variation and on b nSSR variation at ten ...
The European steppes and their biota have been hypothesized to be either young remnants of the Pleistocene steppe belt or, alternatively, to represent relicts of long-term persisting populations; both scenarios directly bear on nature conservation priori