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matlab function silhouette  (MathWorks Inc)


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    MathWorks Inc matlab function silhouette
    Matlab Function Silhouette, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 93/100, based on 21 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/matlab+function+silhouette/MATLAB+Production+Server+Client+Libraries/pmc08388031-134-2-1
    Average 93 stars, based on 21 article reviews
    matlab function silhouette - by Bioz Stars, 2026-10
    93/100 stars

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    Modification:

    Article Title: Exploiting Online Spatially Resolved Dynamic Light Scattering and Flow-NMR for Automated Size Targeting of PISA-Synthesized Block Copolymer Nanoparticles
    Article Snippet: .. The instrument’s proprietary flow correction algorithms decoupled flow motion from diffusive motion in the phase resolved signal to yield final autocorrelation functions at each pathlength in Figure S9.1–3 A modified cumulants fitting method was used to obtain the cumulants Z-Average hydrodynamic diameter (d.nm) and a polydispersity index (PDI) for the expected monomodal distribution.4 A MATLAB™ Client interfaced with the instrument using the Open Platform Communications Unified Protocol (OPCUA) for real-time monitoring, data collection and instrument control over a network connection. ..

    Control:

    Article Title: Exploiting Online Spatially Resolved Dynamic Light Scattering and Flow-NMR for Automated Size Targeting of PISA-Synthesized Block Copolymer Nanoparticles
    Article Snippet: .. The instrument’s proprietary flow correction algorithms decoupled flow motion from diffusive motion in the phase resolved signal to yield final autocorrelation functions at each pathlength in Figure S9.1–3 A modified cumulants fitting method was used to obtain the cumulants Z-Average hydrodynamic diameter (d.nm) and a polydispersity index (PDI) for the expected monomodal distribution.4 A MATLAB™ Client interfaced with the instrument using the Open Platform Communications Unified Protocol (OPCUA) for real-time monitoring, data collection and instrument control over a network connection. ..

    other:

    Article Title: Teacups, a Python Package for the Simulation of Time-Resolved EPR Spectra of Spin-Polarized Multi-Spin Systems.
    Article Snippet: A XXXX, XXX, XXX−XXX L (39) Pribitzer, S.; Doll, A.; Jeschke, G. SPIDYAN, a MATLAB library for simulating pulse EPR experiments with arbitrary waveform excitation.

    Article Title: Comparative Study of Machine Learning and System Identification for Process Systems Engineering Dynamics
    Article Snippet: All data-driven models were implemented using a mixture of Python and MATLAB libraries/toolboxes.

    Article Title: The Fourier–Malliavin Volatility (FMVol) MATLAB® library
    Article Snippet: To describe our MATLAB® library, e generate a single trajectory of a bi-variate version of the well-known stochastic volatility model by [13]: dx1(t) = ( μ1 − 1 2 v1(t) ) dt + √ v1(t)dW 1t (23) dx2(t) = ( μ2 − 1 2 v2(t) ) dt + √ v2(t)dW 2t (24) dv1(t) = θ1(α1 − v1(t))dt + γ1 √ v1(t)dW 3t (25) dv2(t) = θ2(α2 − v2(t))dt + γ2 √ v2(t)dW 4t (26) where W 1,W 2,W 3,W 4 are correlated Brownian motions such that ⟨dW kt , dW rt ⟩ = ρk,r dt.

    Transmission Assay:

    Article Title: Process simulation and evaluation of scaled-up biocatalytic systems: Advances, challenges, and future prospects.
    Article Snippet: With the increased demand for bio-based products and the rapid development of biomanufacturing technologies, biocatalytic reactions including microorganisms and enzyme based, have become promising approaches.. Prior to the scale-up of production process, environmental and economic feasibility analysis are essential for the development of a sustainable and intelligent bioeconomy in the context of industry 4.0.. To achieve these goals, process simulation supports system optimization, improves energy and resource utilization efficiencies, and supports digital bioprocessing.



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    matlab function 'silhouette  (MathWorks Inc)
    90
    MathWorks Inc matlab function 'silhouette
    a Surgery for recording l/vlPAG vgat calcium transients (top). Example l/vlPAG vgat traces (bottom). b Order of assays. c L/vlPAG vgat activity centered at eating onset (cricket assay n = 223 neurons; walnut assay n = 204 neurons). d Representation of behaviors in principal component space (PC) during cricket hunting (see example on left). Clustering quality was measured by <t>silhouette</t> score, which was higher than the chance level of zero (dotted red line) ( n = 4 mice; one-sample two-tailed t -test, t-statistic = 2.79, p = 0.059). e Same as d , but for walnut ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 14.37, p = 0.001). f Behaviors were decoded above chance (red dotted line) ( n = 4 mice; one-sample two-tailed t -test, cricket t-statistics: approach = 3.87, p = 0.031; eat = 5.59, p = 0.011; walnut t-statistics: approach = 4.75, p = 0.018, eat = 7.53, p = 0.005). g Cells co-registered across assays. h Mahalanobis distance between points from two clusters that display higher overlap (left panel with light and dark blue points) and two clusters that are well-separated (right panel with light and dark green points). i Mahalanobis distance between approach and eating clusters across the cricket and walnut assays in n-dimensions ( n = # of co-registered neurons). The distance between eating clusters across assays is smaller than the distance between approach clusters, indicating the representation of eating is more conserved than food approach (approach sample n = 527 time points, eat sample n = 1958 time points; two-tailed Wilcoxon rank-sum test, z-score = 22.88, p < 0.001). j Same as d , but for co-registered cells, showing conserved representation of behaviors across assays ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 4.22, p = 0.024). k The distance between individual points and cluster center is smaller in the eating cluster than the approach cluster, indicating the representation of eating is more conserved across assays (approach sample n = 1049 time points, eat sample n = 5492 time points; two-tailed Wilcoxon rank-sum two-tailed test, z-score = 10.35, p < 0.001). *** p < 0.001, ** p < 0.01, * p < 0.05, † p = 0.059. Data are presented as mean values +/- SEM. Source data are provided as a Source Data File.
    Matlab Function 'Silhouette, 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+function+silhouette/pmc10920831-532-14-12
    Average 90 stars, based on 1 article reviews
    matlab function 'silhouette - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    matlab function silhouette  (MathWorks Inc)
    93
    MathWorks Inc matlab function silhouette
    a Surgery for recording l/vlPAG vgat calcium transients (top). Example l/vlPAG vgat traces (bottom). b Order of assays. c L/vlPAG vgat activity centered at eating onset (cricket assay n = 223 neurons; walnut assay n = 204 neurons). d Representation of behaviors in principal component space (PC) during cricket hunting (see example on left). Clustering quality was measured by <t>silhouette</t> score, which was higher than the chance level of zero (dotted red line) ( n = 4 mice; one-sample two-tailed t -test, t-statistic = 2.79, p = 0.059). e Same as d , but for walnut ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 14.37, p = 0.001). f Behaviors were decoded above chance (red dotted line) ( n = 4 mice; one-sample two-tailed t -test, cricket t-statistics: approach = 3.87, p = 0.031; eat = 5.59, p = 0.011; walnut t-statistics: approach = 4.75, p = 0.018, eat = 7.53, p = 0.005). g Cells co-registered across assays. h Mahalanobis distance between points from two clusters that display higher overlap (left panel with light and dark blue points) and two clusters that are well-separated (right panel with light and dark green points). i Mahalanobis distance between approach and eating clusters across the cricket and walnut assays in n-dimensions ( n = # of co-registered neurons). The distance between eating clusters across assays is smaller than the distance between approach clusters, indicating the representation of eating is more conserved than food approach (approach sample n = 527 time points, eat sample n = 1958 time points; two-tailed Wilcoxon rank-sum test, z-score = 22.88, p < 0.001). j Same as d , but for co-registered cells, showing conserved representation of behaviors across assays ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 4.22, p = 0.024). k The distance between individual points and cluster center is smaller in the eating cluster than the approach cluster, indicating the representation of eating is more conserved across assays (approach sample n = 1049 time points, eat sample n = 5492 time points; two-tailed Wilcoxon rank-sum two-tailed test, z-score = 10.35, p < 0.001). *** p < 0.001, ** p < 0.01, * p < 0.05, † p = 0.059. Data are presented as mean values +/- SEM. Source data are provided as a Source Data File.
    Matlab Function Silhouette, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 93/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/matlab+function+silhouette/MATLAB+Production+Server+Client+Libraries/pmc08388031-134-2-1
    Average 93 stars, based on 1 article reviews
    matlab function silhouette - by Bioz Stars, 2026-10
    93/100 stars
    		  Buy from Supplier
    silhouette matlab function  (MathWorks Inc)
    90
    MathWorks Inc silhouette matlab function
    a Surgery for recording l/vlPAG vgat calcium transients (top). Example l/vlPAG vgat traces (bottom). b Order of assays. c L/vlPAG vgat activity centered at eating onset (cricket assay n = 223 neurons; walnut assay n = 204 neurons). d Representation of behaviors in principal component space (PC) during cricket hunting (see example on left). Clustering quality was measured by <t>silhouette</t> score, which was higher than the chance level of zero (dotted red line) ( n = 4 mice; one-sample two-tailed t -test, t-statistic = 2.79, p = 0.059). e Same as d , but for walnut ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 14.37, p = 0.001). f Behaviors were decoded above chance (red dotted line) ( n = 4 mice; one-sample two-tailed t -test, cricket t-statistics: approach = 3.87, p = 0.031; eat = 5.59, p = 0.011; walnut t-statistics: approach = 4.75, p = 0.018, eat = 7.53, p = 0.005). g Cells co-registered across assays. h Mahalanobis distance between points from two clusters that display higher overlap (left panel with light and dark blue points) and two clusters that are well-separated (right panel with light and dark green points). i Mahalanobis distance between approach and eating clusters across the cricket and walnut assays in n-dimensions ( n = # of co-registered neurons). The distance between eating clusters across assays is smaller than the distance between approach clusters, indicating the representation of eating is more conserved than food approach (approach sample n = 527 time points, eat sample n = 1958 time points; two-tailed Wilcoxon rank-sum test, z-score = 22.88, p < 0.001). j Same as d , but for co-registered cells, showing conserved representation of behaviors across assays ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 4.22, p = 0.024). k The distance between individual points and cluster center is smaller in the eating cluster than the approach cluster, indicating the representation of eating is more conserved across assays (approach sample n = 1049 time points, eat sample n = 5492 time points; two-tailed Wilcoxon rank-sum two-tailed test, z-score = 10.35, p < 0.001). *** p < 0.001, ** p < 0.01, * p < 0.05, † p = 0.059. Data are presented as mean values +/- SEM. Source data are provided as a Source Data File.
    Silhouette Matlab Function, 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+function+silhouette/pm30549336-72-7-8
    Average 90 stars, based on 1 article reviews
    silhouette matlab function - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    silhouette matlab functions  (MathWorks Inc)
    90
    MathWorks Inc silhouette matlab functions
    a Surgery for recording l/vlPAG vgat calcium transients (top). Example l/vlPAG vgat traces (bottom). b Order of assays. c L/vlPAG vgat activity centered at eating onset (cricket assay n = 223 neurons; walnut assay n = 204 neurons). d Representation of behaviors in principal component space (PC) during cricket hunting (see example on left). Clustering quality was measured by <t>silhouette</t> score, which was higher than the chance level of zero (dotted red line) ( n = 4 mice; one-sample two-tailed t -test, t-statistic = 2.79, p = 0.059). e Same as d , but for walnut ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 14.37, p = 0.001). f Behaviors were decoded above chance (red dotted line) ( n = 4 mice; one-sample two-tailed t -test, cricket t-statistics: approach = 3.87, p = 0.031; eat = 5.59, p = 0.011; walnut t-statistics: approach = 4.75, p = 0.018, eat = 7.53, p = 0.005). g Cells co-registered across assays. h Mahalanobis distance between points from two clusters that display higher overlap (left panel with light and dark blue points) and two clusters that are well-separated (right panel with light and dark green points). i Mahalanobis distance between approach and eating clusters across the cricket and walnut assays in n-dimensions ( n = # of co-registered neurons). The distance between eating clusters across assays is smaller than the distance between approach clusters, indicating the representation of eating is more conserved than food approach (approach sample n = 527 time points, eat sample n = 1958 time points; two-tailed Wilcoxon rank-sum test, z-score = 22.88, p < 0.001). j Same as d , but for co-registered cells, showing conserved representation of behaviors across assays ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 4.22, p = 0.024). k The distance between individual points and cluster center is smaller in the eating cluster than the approach cluster, indicating the representation of eating is more conserved across assays (approach sample n = 1049 time points, eat sample n = 5492 time points; two-tailed Wilcoxon rank-sum two-tailed test, z-score = 10.35, p < 0.001). *** p < 0.001, ** p < 0.01, * p < 0.05, † p = 0.059. Data are presented as mean values +/- SEM. Source data are provided as a Source Data File.
    Silhouette Matlab Functions, 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+function+silhouette/pmc06596702-169-19-21
    Average 90 stars, based on 1 article reviews
    silhouette matlab functions - by Bioz Stars, 2026-10
    90/100 stars
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    a Surgery for recording l/vlPAG vgat calcium transients (top). Example l/vlPAG vgat traces (bottom). b Order of assays. c L/vlPAG vgat activity centered at eating onset (cricket assay n = 223 neurons; walnut assay n = 204 neurons). d Representation of behaviors in principal component space (PC) during cricket hunting (see example on left). Clustering quality was measured by silhouette score, which was higher than the chance level of zero (dotted red line) ( n = 4 mice; one-sample two-tailed t -test, t-statistic = 2.79, p = 0.059). e Same as d , but for walnut ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 14.37, p = 0.001). f Behaviors were decoded above chance (red dotted line) ( n = 4 mice; one-sample two-tailed t -test, cricket t-statistics: approach = 3.87, p = 0.031; eat = 5.59, p = 0.011; walnut t-statistics: approach = 4.75, p = 0.018, eat = 7.53, p = 0.005). g Cells co-registered across assays. h Mahalanobis distance between points from two clusters that display higher overlap (left panel with light and dark blue points) and two clusters that are well-separated (right panel with light and dark green points). i Mahalanobis distance between approach and eating clusters across the cricket and walnut assays in n-dimensions ( n = # of co-registered neurons). The distance between eating clusters across assays is smaller than the distance between approach clusters, indicating the representation of eating is more conserved than food approach (approach sample n = 527 time points, eat sample n = 1958 time points; two-tailed Wilcoxon rank-sum test, z-score = 22.88, p < 0.001). j Same as d , but for co-registered cells, showing conserved representation of behaviors across assays ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 4.22, p = 0.024). k The distance between individual points and cluster center is smaller in the eating cluster than the approach cluster, indicating the representation of eating is more conserved across assays (approach sample n = 1049 time points, eat sample n = 5492 time points; two-tailed Wilcoxon rank-sum two-tailed test, z-score = 10.35, p < 0.001). *** p < 0.001, ** p < 0.01, * p < 0.05, † p = 0.059. Data are presented as mean values +/- SEM. Source data are provided as a Source Data File.

    Journal: Nature Communications

    Article Title: Control of feeding by a bottom-up midbrain-subthalamic pathway

    doi: 10.1038/s41467-024-46430-5

    Figure Lengend Snippet: a Surgery for recording l/vlPAG vgat calcium transients (top). Example l/vlPAG vgat traces (bottom). b Order of assays. c L/vlPAG vgat activity centered at eating onset (cricket assay n = 223 neurons; walnut assay n = 204 neurons). d Representation of behaviors in principal component space (PC) during cricket hunting (see example on left). Clustering quality was measured by silhouette score, which was higher than the chance level of zero (dotted red line) ( n = 4 mice; one-sample two-tailed t -test, t-statistic = 2.79, p = 0.059). e Same as d , but for walnut ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 14.37, p = 0.001). f Behaviors were decoded above chance (red dotted line) ( n = 4 mice; one-sample two-tailed t -test, cricket t-statistics: approach = 3.87, p = 0.031; eat = 5.59, p = 0.011; walnut t-statistics: approach = 4.75, p = 0.018, eat = 7.53, p = 0.005). g Cells co-registered across assays. h Mahalanobis distance between points from two clusters that display higher overlap (left panel with light and dark blue points) and two clusters that are well-separated (right panel with light and dark green points). i Mahalanobis distance between approach and eating clusters across the cricket and walnut assays in n-dimensions ( n = # of co-registered neurons). The distance between eating clusters across assays is smaller than the distance between approach clusters, indicating the representation of eating is more conserved than food approach (approach sample n = 527 time points, eat sample n = 1958 time points; two-tailed Wilcoxon rank-sum test, z-score = 22.88, p < 0.001). j Same as d , but for co-registered cells, showing conserved representation of behaviors across assays ( n = 4 mice; one-one-sample two-tailed t -test, t-statistic = 4.22, p = 0.024). k The distance between individual points and cluster center is smaller in the eating cluster than the approach cluster, indicating the representation of eating is more conserved across assays (approach sample n = 1049 time points, eat sample n = 5492 time points; two-tailed Wilcoxon rank-sum two-tailed test, z-score = 10.35, p < 0.001). *** p < 0.001, ** p < 0.01, * p < 0.05, † p = 0.059. Data are presented as mean values +/- SEM. Source data are provided as a Source Data File.

    Article Snippet: The silhouette score was calculated across these three behavioral clusters using the Matlab function ‘silhouette’.

    Techniques: Activity Assay, Two Tailed Test