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Biomedical Data Analysis by Supervised Manifold Learning

    https://ieeexplore.ieee.org/document/6345866/
    Abstract: Biomedical data analysis is usually carried out by assuming that the information structure embedded into the biomedical recordings is linear, but that statement actually …

Supervised dimensionality reduction for big data - Nature

    https://www.nature.com/articles/s41467-021-23102-2
    Supervised learning—the art and science of estimating statistical relationships using labeled training data—has enabled a wide variety of basic and …

Biomedical data analysis by supervised manifold learning.

    https://europepmc.org/article/MED/23365827
    Biomedical data analysis by supervised manifold learning. ... This website requires cookies, and the limited processing of your personal data in order to function. ...

Biomedical Data Analysis by Supervised Manifold Learning

    https://www.semanticscholar.org/paper/Biomedical-Data-Analysis-by-Supervised-Manifold-%C3%81lvarez-Meza-Daza-Santacoloma/76ade7b69192c26a0a0c2b622f0f727ab21c1a34
    A nonlinear dimensionality reduction methodology based on manifold learning with multiple kernel representations, which learns the underlying data structure of biomedical …

Biomedical Data Analysis by Supervised Manifold Learning

    https://www.researchgate.net/publication/235386830_Biomedical_Data_Analysis_by_Supervised_Manifold_Learning
    In order to improve the accuracy of an automatic system to diagnostic support, and to reduce the computational complexity of the employed classifiers, we propose a …

Schroedinger Eigenmaps for the Analysis of Biomedical …

    https://ieeexplore.ieee.org/document/6389681/
    Schroedinger Eigenmaps for the Analysis of Biomedical Data Abstract: We introduce Schroedinger Eigenmaps (SE), a new semi-supervised manifold learning and …

Biomedical Data Analysis by Supervised Manifold Learning

    https://www.sciencegate.app/document/10.1109/embc.2012.6345866
    Biomedical Data Analysis by Supervised Manifold Learning 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society …

Schroedinger Eigenmaps for the analysis of biomedical …

    https://pubmed.ncbi.nlm.nih.gov/23520264/
    This method is based on an implementation of graph Schroedinger operators with appropriately constructed barrier potentials as carriers of labeled information. We use our …

Biomedical data analysis by supervised manifold learning

    https://www.wikidata.org/wiki/Q34568469
    Biomedical data analysis by supervised manifold learning (Q34568469) From Wikidata. Jump to navigation Jump to search. scientific article published in January 2012. edit. …

Biomedical Data Analysis by Supervised Manifold Learning

    https://www.scribd.com/document/271685348/06345866
    I. INTRODUCTION The analysis of biomedical data is a challenge that mainly requires to discover the appropriated structure of the information embedded into the registers. …



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