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We then investigated the possibility to identify robust predictor genes i.e., genes with informative AUC values in more than one dataset, by using more information during the feature selection process.
The proportionate affine projection algorithm (PAPA) is expected to solve this problem by using more information in the input signals.
By using more information from control individuals, this approach provides greater efficiency.
Jointly analysing correlated multivariate phenotypes may have more power to detect susceptible genes and gene-gene interactions by using more information from data.
Subnetworks with shared interactions across species allow for improved transfer of functional annotations from one species to the other by using more information than sequence alone [ 2].
We are exploring ways to improve DELTA-BLAST's performance, e.g. by developing better methods for weighting coincident hits to several CDs, and by using more information stored in CDD, such as domain hierarchies and specific hit scores (see [ 26] for details).
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The scope of this model can be improved by using more detailed information for individual cities as well as other empirical studies.
"We're working by using more intelligence information and we are taking action to have safer borders so that we don't have weapons being smuggled into Mexico that regretfully end up hurting many Mexicans," he said.
In particular, when NEFF ≤6 we can improve alignment accuracy over profile-based methods by using more structure information.
This article shows that homologous information is not sufficient for proteins with sparse sequence profiles (low NEFF) and that we can improve alignment accuracy over profile-based methods by using more structure information, especially for proteins with sparse sequence profiles.
Working in HDR space can lead to better results by using more detailed brightness information.
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by offering more information
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