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These methods are based on common feature extraction with a genetic algorithm (GA) for a learning model, GA-scaled regression clustering, and GA-based feature selection from the correlation matrix.
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Usually, strategies as such are based on common features upon which the common images rely (e.g., the place of production, the technology adopted, one peculiar resource used).
This information, McCutchan says, could help drug companies design a vaccine based on common features shared with HIV's early ancestors--highly conserved and thus probably crucial characteristics that may prove to be more universal targets for fighting the global epidemic than vaccines based on combining a cocktail of modern HIV strains, whose genetic codes differ from each other by 10% or more.
Computational miRNA target prediction algorithms have been developed based on common features of known miRNAs and their mRNA target interactions and these have greatly facilitated the search for miRNA targets [34].
RNA motif models based on common features of the HIV-1 and EIAV RRE structures were generated using RNAMotif (http://www.scripps.edu/mb/case/casegr-sh-3.5.html) [52], and used to scan the complete genomic sequences of ten different lentiviruses (GenBank accession no.
We then grouped these articles into 6 categories based on common features of their structures.
In the SeqBuster approach, first a subset of isomirs of interest is selected based on common features, e.g., nucleotide modifications.
The program identifies candidates based on common features of MITEs (short, TSDs and TIRs structure) and sequence alignment.
Cytoscape provides a user-friendly, interactive environment to explore interaction networks and select proteins based on common features, such as shared interaction partners.
Such in silico analyses are usually based on common features of sRNAs such as thermodynamic stability, structure conservation, or sequence similarity between species [ 20], as well as the existence of Rho-independent terminators at their 3′-ends [ 21].
Based on common features between the pneumococcal DNA uptake machinery with T4P systems and T2S systems, we here address different models of DNA uptake with respect to existing concepts in B. subtilis transformation.
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