For our application of clustering a large amount of noisy behaviour-based feature data, we decided to use the most prominent representative of the class of partitioning algorithms, the k-means approach using Lloyd's algorithm [23].
The k-means clustering approach using Lloyd's algorithm delivers k centroids for a given data set.
The reduction of GO was carried out by means of a green approach using cyclic voltammetry (CV).
Different from the above literature, this study examines farmers' preferences toward risk by means of an experimental approach using field level data.
The main purpose of this paper is to predict the insitu compressive strength of concrete by means of non-destructive approach using ultrasonic pulse velocity (UPV) method.
From September 2006 to April 2008, 201 surgical procedures were performed by means of a posterior approach using pedicle screws in the thoracic and lumbar spine for the treatment of traumatic, degenerative, or neoplastic conditions.
The best and most parsimonious model was chosen by means of a stepwise approach using Akaike's Information Criterion (AIC) as a measure of relative goodness of fit, where smaller values represent better fits, and variables remained in the final model if the associated P value was < 0.05.
We have analyzed the whole venoms from some species that exemplify peculiar cases in the Buthidae family (Tityus stigmurus, Tityus serrulatus, Tityus bahiensis, Leiurus quinquestriatus quinquestriatus and Leiurus quinquestriatus hebraeus), by means of a proteomic approach using a 2D-LC/MS technique.
Our own studies have sought to reproduce the NB phenomenology in its entirety by means of a reductionist approach using simple calcium compounds like calcium carbonate as well as other competing ions to reconstitute particles that morphologically resemble NB [1].
By means of a bioinformatics approach using a fuzzy neural network (FNN), we searched any significant combinations that are associated with MetS.
In contrast, the standard approach using mean regression requires assumptions about the distribution of the residuals or the outcome.
