This design supports the trend to keep more years of more finely grained data online by ameliorating the data explosion problem.
Although simplification strategies make the raw expression profiles coarse-grained, which could somewhat ameliorate the noise in the data, inevitably the simplification leads to loss of information, which may exacerbate the situation of limited sampling.
In order to improve the performance of conventional ANFIS to handle noisy data, we focus on ameliorating the cluster-data space established from a given dataset.
The peer, who founded of the Action for Happiness movement to promote well-being, said policymakers could use the data to ameliorate the pain of recession.
If not, we shall use appropriate imputation methods to ameliorate the problem of missing data.
To answer the demand, we have designed and implemented ClinSeK, a bioinformatics tool that focuses computational power on clinically relevant sites while avoiding investigating mutations that are non-actionable, hence ameliorating the big-data challenge.
It allows clinical variant characterization be achieved much faster (minutes compared to hours, and hence ameliorating the big-data challenge) and to a higher accuracy than a base-to-base discovery pipeline conducted in current clinical sequencing applications.
In accordance with the general rule of practice, the study analyzed aggregated data using the smallest areal units for which data were available to ameliorate the effects of aggregation.
Furthermore, we ameliorate the quality of GPS logs through several data preprocessing steps.
Thus, based on these 6-month study data, idebenone appears to ameliorate the visual outcome particularly among patients with the m.11778G>A and m.3460G>A mutations, which account for ∼80% of all European and North American cases with LHON.
