We also performed a multivariate data analysis by employing the algorithm known as Regularized Least Squares (RLS) [ 45].
The randomly drawn binding site numbers at the terminal nodes of the tree were then taken as input data for the analysis by the ML algorithm described above.
A novel single-lead f-wave extraction algorithm based on the modern diffusion geometry data analysis framework is proposed.The algorithm is essentially an averaged beat subtraction algorithm, where the ventricular activity template is estimated by combining a newly designed metric, the 'diffusion distance', and the non-local Euclidean median based on the non-linear manifold setup.
Monkey Analytics powers mathematics and data analysis in the cloud by providing on-demand computing resources, analysis tools, and a socially driven marketplace for analysts, algorithms, and data.
Although circular dichroism spectroscopy is a useful technique in the determination of protein secondary structures [21], the reference databases used by various CD data analysis algorithms (including the CDNN used here) are derived from soluble proteins.
Data analysis of the Nimblegen 385K aCGH array was conducted applying the wuHMM algorithm [12].
Her idea was to create a proprietary system she could not describe it in detail, due to a nondisclosure agreement that would use algorithms and data analysis to help the company screen for prospective employees with atypical backgrounds.
In particular, properly supervised data analysis using novel learning algorithms has the potential to improve the diagnostics and treatment of major diseases.
Since the described method uses known biological information as underlying network structure for data analysis, the reliability of the included interaction data is not questioned by the algorithm.
Samples were quantified by direct flow injection analysis using the analytical setup and the data analysis algorithms described by Liebisch et al. [42].
KF and KD designed and implemented the data analysis algorithms and performed the data analysis.
