By utilizing the defined state evaluation function, knowledge-based rules and strategies, a heuristic searching method is developed to optimize the solutions iteratively.
Thus, the adaptive framework manages the configuration of resources at all three layers (resource, environment, application) by utilizing the defined descriptors and generic implementations of a monitor, an analyzer, a planner, an executor, and a knowledge base component.
The user formulates queries by utilizing the terms (concepts) defined by the ontology, and the queries are executed according to mappings between the ontological terms and their corresponding representations in the local schemas.
We remove this inefficiency by utilizing the linearity of the constraints defining the polytope, so each iteration of PHR can be efficiently implemented even though the variables are allowed to be integer valued.
By utilizing the Pearson correlation coefficient and deviation coefficient defined in the Methods section, Figure 8 shows that most transcription factors were aggregated in one cluster.
Different from the work [20], we reformulate the problem by utilizing a skillfully defined characteristic and a new set of variables, of which the associated energy serves as an additional variable to be introduced such that a well-posed initial-value problem can be obtained, making it convenient to study the dynamic behavior of wave breaking.
The predictive value of the 54 differentially expressed on survival was analyzed in univariate model utilizing the thresholds defined by the ROC curves (see additional file 4: Table S2; additional file 6: Figure S2).
In the current study, by utilizing clonal analysis, defined serum-free culture conditions, and cell sorting with NCAM1, we were able, for the first time, to isolate a progenitor population from mid-gestation hFKs strongly committed to nephron formation and displaying beneficial effects in a mouse model of chronic renal failure.
Arlequin 3.11 [53] was used to estimate genetic distances utilizing the phylogenetic relationship defined by 429 FASTA-formatted mtDNA haplotypes, assuming Tamura and Nei's [54] model for nucleotide substitution.
It is observed that by utilizing weight values as defined above and leveraging the proposed SeBPeMRF framework, link activations are higher on the boundaries of the deployment area, thus prioritizing scheduling and routing on regions with lower reputation for PUs (re)appearance (Figures 7 and 8).
