Sentence examples for formulation of clusters from inspiring English sources
Due to our pixel-cluster assignment scheme, this only implies the formulation of clusters that have more localized color information, and in practice, appears in the form of a slight over-segmentation.
This paper presents the formulation of clustering problem into a linear assignment model and the application of a discrete particle swarm optimization approach for the classification of coal seams based on their proneness to spontaneous combustion.
The main difference between VQ_fk_nps and our previous incomplete educational data clustering algorithms, K_nps and S_nps, is the formulation of the clusters of the similar objects in the feature space with the Gaussian kernel function instead of that in the data space.
It extends the conventional k-means such that the association values in matrix (Theta ^{alpha }) are automatically employed in the formulation of sample clusters.
A non-smooth non-convex optimization formulation of the clustering problem is used to design the algorithm.
Using nonsmooth optimization formulation of the clustering problem the objective function is represented as a difference of two convex (DC) functions.
Based on a formulation of the clustering task as an optimization problem using a multi-labeled Markov Random Field, we develop a semi-supervised motion segmentation algorithm by setting up a framework for incorporating prior knowledge into the segmentation algorithm.
The paper responds to a recent article by Shashua-Bar et al. that asserted that the modification proposed by Elnahas and Williamson to the original formulation of the "cluster thermal time constant" (CTTC) model for predicting air temperature in the urban canopy layer causes serious errors in predictions.
Among these edges, many are coincident with the ground truth reference of the benchmark, because the formulation of the extra clusters was data driven.
The formulation of software module clustering problem (SMCP) as SBSE problem facilitates the application of many MOEAs.
But it is not so easy to apply the solution to extended H∞ control, because the formulation of the root-clustering controllers is discordant with that of extended H∞ controllers.
