In the proposed NC-spectral clustering, the nearest correlation (NC) method and spectral clustering are integrated.
Nearest correlation matrix problem (NCM for short) (see [23]): begin{aligned}& min f(X) = frac{1}{2}|X-A|_{{F}} & quad mbox{s.t.
In the present work, a new correlation-based clustering method, referred to as NC-spectral clustering, is proposed by integrating the nearest correlation (NC) method and spectral clustering.
In the present work, a new clustering method, referred to as NC-spectral clustering, is proposed by integrating the nearest correlation (NC) method and spectral clustering.
A novel input variable selection method based on nearest correlation spectral clustering (NCSC) has been proposed, and it is referred to as NCSC-based variable selection (NCSC-VS).
In the present work, a new pattern recognition method, referred to as the nearest correlation (NC) method is proposed to cope with the individual difference.
The present work proposes a new systematic methodology to select input variables for PLS using nearest correlation spectral clustering (NCSC), which is a clustering method based on the correlation among variables.
Subtype assignment was based on the nearest of the five centroids (distances calculated using Spearman rank correlation to the centroids) where the assigned subtype on a sample corresponded to the centroid with the nearest correlation.
The only other near-correlation was in the spring of 2006 when the Spirit Awards honored both Crash (Best Feature) and Brokeback Mountain (Best Feature), and, unfortunately we know what happened on Oscar's darkest night.
Breast cancer subtypes were determined by using the nearest correlations with the PAM50 centroids [ 23].
She found "a near linear" correlation.
