Search Results - "Machine"

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    Chapter Machine Learning in Volcanology: A Review by Carniel, Roberto

    Published 2020
    Subjects: “…machine learning, volcano seismology, volcano geophysics, volcano geochemistry, volcano geology, data reduction, feature vectors…”
    OAPEN Library: download the publication
    OAPEN Library: description of the publication
    Electronic Book Chapter
  7. 267

    Chapter Machine Learning Models for Industrial Applications by Enislay, Ramentol

    Published 2021
    Subjects: “…machine learning, prediction, regression methods, maintenance, degradation prediction…”
    OAPEN Library: download the publication
    OAPEN Library: description of the publication
    Electronic Book Chapter
  8. 268

    Hyperparameter Tuning for Machine and Deep Learning with R A Practical Guide

    Published 2023
    Subjects: “…Machine learning bicssc…”
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    OAPEN Library: description of the publication
    Electronic Book Chapter
  9. 269

    Machine Learning and Its Application to Reacting Flows ML and Combustion

    Published 2023
    Subjects: “…Machine learning bicssc…”
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    OAPEN Library: description of the publication
    Electronic Book Chapter
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    Multivariate Statistical Machine Learning Methods for Genomic Prediction by Montesinos López, Osval Antonio, Montesinos López, Abelardo, Crossa, José

    Published 2022
    Table of Contents: “…Preface -- Chapter 1 -- General elements of genomic selection and statistical learning -- Chapter. 2 -- Preprocessing tools for data preparation -- Chapter. 3 -- Elements for building supervised statistical machine learning models -- Chapter. 4 -- Overfitting, model tuning and evaluation of prediction performance -- Chapter. 5 -- Linear Mixed Models -- Chapter. 6 -- Bayesian Genomic Linear Regression -- Chapter. 7 -- Bayesian and classical prediction models for categorical and count data -- Chapter. 8 -- Reproducing Kernel Hilbert Spaces Regression and Classification Methods -- Chapter. 9 -- Support vector machines and support vector regression -- Chapter. 10 -- Fundamentals of artificial neural networks and deep learning -- Chapter. 11 -- Artificial neural networks and deep learning for genomic prediction of continuous outcomes -- Chapter. 12 -- Artificial neural networks and deep learning for genomic prediction of binary, ordinal and mixed outcomes -- Chapter. 13 -- Convolutional neural networks -- Chapter. 14 -- Functional regression -- Chapter. 15 -- Random forest for genomic prediction.…”
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    Electronic eBook
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    Statistical Data Modeling and Machine Learning with Applications II

    Published 2023
    Subjects: “…machine learning…”
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    DOAB: description of the publication
    Electronic Book Chapter
  20. 280

    Advanced Machine Learning Applications in Big Data Analytics

    Published 2023
    Subjects: “…support vector machine swarm intelligence…”
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    DOAB: description of the publication
    Electronic Book Chapter