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  1. 1581

    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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  2. 1582
  3. 1583

    Computational Methods für die Sozial- und Geisteswissenschaften by Jünger, Jakob, Gärtner, Chantal

    Published 2023
    Subjects: “…Media and Communication Methods.…”
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    Electronic eBook
  4. 1584

    Messung von Ressourceneffizienz mit der ESSENZ-Methode Integrierte Methode zur ganzheitlichen Bewertung / by Bach, Vanessa, Berger, Markus, Henßler, Martin, Kirchner, Martin, Leiser, Stefan, Mohr, Lisa, Rother, Elmar, Ruhland, Klaus, Schneider, Laura, Tikana, Ladji, Volkhausen, Wolfgang, Walachowicz, Frank, Finkbeiner, Matthias

    Published 2016
    Table of Contents: “…Einleitung -- 1.1 Ressourceneffizienz -- 1.2 Möglichkeiten und Grenzen der Ressourceneffizienz-Bewertung mit der ESSENZ-Methode -- 2. Ablauf der Ressourceneffizienz-Bewertung mit der ESSENZ-Methode -- 3. …”
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    Electronic eBook
  5. 1585

    Space-Time Conservation Element and Solution Element Method Advances and Applications in Engineering Sciences / by Wen, Chih-Yung, Jiang, Yazhong, Shi, Lisong

    Published 2023
    Table of Contents: “…Introduction -- Non-dissipative Core Scheme of CESE Method -- CESE Schemes with Numerical Dissipation -- Multi-Dimensional CESE Schemes on Cartesian Meshes -- CESE Schemes on Unstructured Meshes -- High-Order CESE Schemes -- Numerical Features of CESE Schemes -- Application: Hypersonic Aerodynamics -- Application: Compressible Multi-Fluid -- Other Applications -- Summary.…”
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    Electronic eBook
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  8. 1588

    Using Participatory Methods to Explore Freedom of Religion and Belief Whose Reality Counts?

    Published 2023
    Subjects: “…Freedom of religion or belief; non extractive methods; Participatory action research; Participatory methodologies; Religious inequalities; religious minorities…”
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    Electronic Book Chapter
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