Our extensive analysis of the learning dynamics involved in these systems provides proof of their potential as real-world DM tools, inducing tractable rule-based classification models, even in the presence of severe class imbalances.
Our extensive analysis of the case studies revealed that for most of the customers the vision of the individual profile is different from its collective perspective.
Our extensive analysis of complex fault interactions and the kinematics of the multi-fault rupture contributes to clarifying the seismogenic patterns and occurrence mechanisms, assessing the seismic hazard, and estimating the earthquake magnitude.
Our extensive analysis of N-MTSs revealed standard properties encountered in mitochondrial preproteins across main eukaryotic lineages.
In our extensive analysis of HIV co-factors, among 81 variables male circumcision had the strongest association with HIV prevalence [ 5].
However, in mice the gene encodes a functional Wdnm1-like protein, as shown by recombinant analysis, and our extensive analysis of mammalian sequence databases indicates that the Wdnm1-like ORF incapacitation is very rare among mammals.
However, our extensive analysis of secretions did not identify any of the predicted mucins in the X. tropicalis genome, despite the fact that there are at least 25 (Lang et al., 2007).
We were able to draw many observations from our extensive analysis of GxEs. 1) The CardioGxE SNPs showed little overlap with variants identified by main effect GWAS, indicating the importance of environmental interactions with genetic factors on cardiometabolic traits.
Using extensive analysis of 16S rRNA gene libraries our study categorically revealed that early-life environment has a major impact on microbial diversity and that these differences are sustainable throughout adult life.
Our extensive analysis of H3K27me3 within the Xic has revealed that a large part of the H3K27me3 hotspot is located between the 3'-ends of two expressed non-coding genes, Tsix and Ftx, suggesting that transcription of both genes is constraining the H3K27 methylation to the region in between.
