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core-matlab function cmdscale  (MathWorks Inc)


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    MathWorks Inc core-matlab function cmdscale
    Core Matlab Function Cmdscale, 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/matlab+cmdscale+function/pmc08677455-135-0-0
    Average 90 stars, based on 1 article reviews
    core-matlab function cmdscale - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: The Pictures by Category and Similarity (PiCS) database: A multidimensional scaling database of 1200 images across 20 categories
    Article Snippet: These distances were then subjected to classic multidimensional scaling (MDS) using the cmdscale() function in MATLAB (MathWorks Inc., ).

    Article Title: Perceptual hue, lightness, and chroma are represented in a multidimensional functional anatomical map in macaque V1
    Article Snippet: Classical multidimensional scaling (cMDS) of cortical distance The pairwise patch distance information lends itself to similarity analyses using cMDS; we used the Matlab function cmdscale .

    Article Title: The Pictures by Category and Similarity (PiCS) database: A multidimensional scaling database of 1200 images across 20 categories.
    Article Snippet: These distances were then subjected to classic multidimensional scaling (MDS) using the cmdscale() function in MATLAB (MathWorks Inc., 2022).

    Article Title: Neuronal signature of spatial decision-making during navigation by freely moving rats by using calcium imaging
    Article Snippet: Classical MDS is a linear dimensionality reduction algorithm based on based on the MATLAB cmdscale function applied to the previously computed cosine distance matrix D C ∈ T × T to yield the lower dimension embedding Y ∈ k × T . This is computed through the minimization of a strain parameter that aims to preserve the relative cosine distances of D C in the manifold embedding Y.

    Article Title: Neuronal signature of spatial decision-making during navigation by freely moving rats by using calcium imaging.
    Article Snippet: Classical MDS is a linear dimensionality reduction algorithm based on based on the MATLAB cmdscale function applied to the previously computed cosine distance matrix DC ∈ T × T to yield the lower dimension embedding Y ∈ k × T . This is computed through the minimization of a strain parameter that aims to preserve the relative cosine distances of DC in the manifold embedding Y.

    Article Title: Perceptual hue, lightness, and chroma are represented in a multidimensional functional anatomical map in macaque V1
    Article Snippet: The pairwise patch distance information lends itself to similarity analyses using cMDS; we used the Matlab function cmdscale .

    Article Title: Multidimensional scaling for animal traits in the context of dynamic energy budget theory
    Article Snippet: Core-Matlab function cmdscale computes the eigenvalues and eigenvectors of the centered transformed distance matrix, using the distance matrix as input.

    Article Title: Representation of male features in the female mouse Accessory Olfactory Bulb, and their stability during the estrus cycle
    Article Snippet: For , we applied classical multi-dimensional scaling, using the data in each of the rows in , using the MATLAB cmdscale function, and the correlation distance metric (defined as one minus the sample correlation).



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    Beta diversity using Aitchison distance of raw milk samples with six outlier samples removed is shown here in (a) hierarchical clustering and (b) multidimensional scaling.

    Journal: mSystems

    Article Title: Development and evaluation of statistical and artificial intelligence approaches with microbial shotgun metagenomics data as an untargeted screening tool for use in food production

    doi: 10.1128/msystems.00840-24

    Figure Lengend Snippet: Beta diversity using Aitchison distance of raw milk samples with six outlier samples removed is shown here in (a) hierarchical clustering and (b) multidimensional scaling.

    Article Snippet: Multidimensional scaling (MDS; Matlab function cmdscale, P = 2) and permutational multivariate analysis of variance (PERMANOVA, function f_permanova, iter = 10,000, from the Fathom toolbox [ ] for MATLAB) were applied on the pairwise Aitchison distances of all samples excluding the four baseline and two outside farm samples identified as low-diversity outliers on the supported microbial genera table.

    Techniques: