Review



k-nearestneighbor (knn) algorithm  (MathWorks Inc)


Bioz Verified Symbol MathWorks Inc is a verified supplier  
  • Logo
  • About
  • News
  • Press Release
  • Team
  • Advisors
  • Partners
  • Contact
  • Bioz Stars
  • Bioz vStars
    • 90
      Buy from Supplier

    Structured Review

    MathWorks Inc k-nearestneighbor (knn) algorithm
    K Nearestneighbor (Knn) 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/k-nearestneighbor+(knn)+algorithm/10__1016_slash_j__microc__2025__113760-111-52-56
    Average 90 stars, based on 1 article reviews
    k-nearestneighbor (knn) algorithm - by Bioz Stars, 2026-10
    90/100 stars

    Images

    Related Articles

    Clinical Proteomics:

    Article Title: Deep insights into microsampling technologies for global lipidomic profiling of human whole blood using high-throughput LC-MS
    Article Snippet: Prior to the statistical analysis, the aforementioned table of lipids underwent the following filtering steps: (i) we confirmed that lipid signals from the samples were not present in the standard solutions, thus assuring the elimination of any contaminants or impurities; (ii) missing values were imputed –only in 24 lipid species– using the K-NearestNeighbor (KNN) algorithm in MATLAB v. R2023a (MathWorks, Natick, USA), replacing them with the most probable value based on the values of the group [19]; (iii) normalization of samples was performed as follows: for BμS devices, sample volume was corrected as 8 μL was taken from W-DBS and 20 μL for the other two BμS devices following a previous publication [5]; for plasma samples normalization was performed considering the final volume during lipid extraction and (iv) total useful signal (TUS) was calculated and plotted to check the analytical drift.

    Extraction:

    Article Title: Deep insights into microsampling technologies for global lipidomic profiling of human whole blood using high-throughput LC-MS
    Article Snippet: Prior to the statistical analysis, the aforementioned table of lipids underwent the following filtering steps: (i) we confirmed that lipid signals from the samples were not present in the standard solutions, thus assuring the elimination of any contaminants or impurities; (ii) missing values were imputed –only in 24 lipid species– using the K-NearestNeighbor (KNN) algorithm in MATLAB v. R2023a (MathWorks, Natick, USA), replacing them with the most probable value based on the values of the group [19]; (iii) normalization of samples was performed as follows: for BμS devices, sample volume was corrected as 8 μL was taken from W-DBS and 20 μL for the other two BμS devices following a previous publication [5]; for plasma samples normalization was performed considering the final volume during lipid extraction and (iv) total useful signal (TUS) was calculated and plotted to check the analytical drift.



    Similar Products

    k-nearestneighbor (knn) algorithm  (MathWorks Inc)
    90
    MathWorks Inc k-nearestneighbor (knn) algorithm
    K Nearestneighbor (Knn) 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/k-nearestneighbor+(knn)+algorithm/10__1016_slash_j__microc__2025__113760-111-52-56
    Average 90 stars, based on 1 article reviews
    k-nearestneighbor (knn) algorithm - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier

    Image Search Results