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kmeans algorithm  (MathWorks Inc)


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    MathWorks Inc kmeans algorithm
    Kmeans Algorithm, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/kmeans+algorithm/pm40113162-381-2-1
    Average 90 stars, based on 1 article reviews
    kmeans algorithm - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: Thermoelectric Enhancement in Single Organic Radical Molecules.
    Article Snippet: In the case of the 2D histograms, the zero tip-sample displacement is set for each IZ curve on the monoatomic Au-Au breakage. b. Conductance experiments and clustering technique: The clustering analysis applied was based on the kmeans algorithm supported by Matlab.

    Article Title: Direct and indirect effects of perception on generalization gradients.
    Article Snippet: Next, a cluster analysis using the kmeans algorithm, as implemented in MATLAB (Hofmans et al., 2015), was used to identify groups of participants (called clusters) with similar perceptual performance across the stimulus dimension (i.e., the probability distributions of perceptual errors).

    Article Title: Assessment of left ventricle magnetic resonance temperature stability in patients in the presence of arrhythmias.
    Article Snippet: Clusters were defined using a kmeans algorithm with the 1 to 5 groups function implemented in MATLAB (MathWorks, Inc., Natick, Massachusetts).

    Article Title: Automatic Classification of the Vestibulo-Ocular Reflex Nystagmus: Integration of Data Clustering and System Identification
    Article Snippet: The vestibulo-ocular reflex (VOR) plays an important role in our daily activities by enabling us to fixate on objects during head movements.. Modeling and identification of the VOR improves our insight into the system behavior and improves diagnosis of various disorders.. However, the switching nature of eye movements (nystagmus), including the VOR, makes dynamic analysis challenging.

    Article Title: Inverse Cauchy problem in the framework of an RBF-based meshless technique and trigonometric basis functions
    Article Snippet: The purpose of this paper is to point out that it is possible to evaluate the approximation solution of elliptic Partial differential equations (PDEs) on regular and irregular domains where no boundary conditions are defined on some part of the boundary domain.. In the presence of trigonometric basis functions (TBFs), the backward substitution method (BSM) coupled with the radial basis functions neural network (RBFNN) is implemented very easily and works well.. As a result, the approximation of the boundary conditions and the approximation of the PDE inside the solution domain is separated.

    Article Title: Retrograde adaptive resonance theory based on the role of nitric oxide in long-term potentiation.
    Article Snippet: We also sort the 50 input patterns into 16 categories by using self-organizing maps (SOM) (Kohonen 1997) and Kmeans algorithm (MacQueen 1967) using MATLAB software.

    Article Title: Adaptation in cone photoreceptors contributes to an unexpected insensitivity of primate On parasol retinal ganglion cells to spatial structure in natural images
    Article Snippet: Each individual response was projected along these three principal components, and the results were clustered using Matlab’s kmeans algorithm.

    Article Title: Random evolutionary dynamics in predator-prey systems yields large, clustered ecosystems.
    Article Snippet: For Matlab’s kmeans algorithm, however, it is not immediately clear how the different options influence the outcome.



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