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nipals algorithm implemented in  (MathWorks Inc)


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    MathWorks Inc nipals algorithm implemented in
    Nipals Algorithm Implemented In, 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/nipals+algorithm/pmc08386704-307-12-16
    Average 90 stars, based on 1 article reviews
    nipals algorithm implemented in - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: Optical Screening of Female Breast Cancer from Whole Blood Using Raman Spectroscopy.
    Article Snippet: This study is intended to develop a screening method for female breast cancer (BRC) from whole blood using Raman spectroscopy.. A multivariate partial least squares (PLS) regression model is developed which is based upon Raman spectra of BRC-positive and healthy participants.. It yields coefficients of regression at the corresponding Raman shifts.

    Article Title: Combinative neural network and its applications.
    Article Snippet: A new approach named combinative neural network (CN) using partial least squares (PLS) analysis to modify the hidden layer in the multi-layered feed forward (MLFF) neural networks (NN) was proposed in this paper.. The significant contributions of PLS in the proposed CN are to reorganize the outputs of hidden nodes such that the correlation of variables could be circumvented, to make the network meet the non-linear relationship best between the input and output data of the NN, and to eliminate the risk of over-fitting problem at the same time.. The performance of the proposed approach was demonstrated through two examples, a well defined nonlinear approximation problem, and a practical nonlinear pattern classification problem with unknown relationship between the input and output data.

    Article Title: Autocrine signaling is a key regulatory element during osteoclastogenesis
    Article Snippet: We used the SIMPLS algorithm using the Matlab routine plsregress and the NIPALS algorithm, both of which yielded equivalent results.

    Article Title: Untargeted proteomics reveals upregulation of stress response pathways during CHO-based monoclonal antibody manufacturing process leading to disulfide bond reduction
    Article Snippet: Subsequently, a partial least squares discriminant analysis (PLS-DA) was performed using the NIPALS algorithm implemented in MATLAB to identify peptides (and corresponding proteins) that discriminate samples from disulfide reduction-susceptible and reduction-free bioreactor conditions.

    Article Title: Rapid quantitative assessment of the adulteration of virgin olive oils with hazelnut oils using Raman spectroscopy and chemometrics.
    Article Snippet: The authentication of extra virgin olive oil and its adulteration with lower-priced oils are serious problems in the olive oil industry.. In addition to the obvious effect on producer profits, adulteration can also cause severe health and safety problems.. A number of techniques, including chromatographic and spectroscopic methods, have recently been employed to assess the purity of olive oils.



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