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1581
Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published 2022Table 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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1582
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1583
Computational Methods für die Sozial- und Geisteswissenschaften
Published 2023Subjects: “…Media and Communication Methods.…”
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1584
Messung von Ressourceneffizienz mit der ESSENZ-Methode Integrierte Methode zur ganzheitlichen Bewertung /
Published 2016Table 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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1585
Space-Time Conservation Element and Solution Element Method Advances and Applications in Engineering Sciences /
Published 2023Table 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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1586
Age of Information: Concept, Metric and Tool for Network Control
Published 2023DOAB: download the publication
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1587
Precise GNSS Positioning and Navigation: Methods, Challenges, and Applications
Published 2023DOAB: download the publication
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1588
Using Participatory Methods to Explore Freedom of Religion and Belief Whose Reality Counts?
Published 2023Subjects: “…Freedom of religion or belief; non extractive methods; Participatory action research; Participatory methodologies; Religious inequalities; religious minorities…”
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1589
Computational Methods für die Sozial- und Geisteswissenschaften
Published 2023DOAB: download the publication
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1590
Radio Occultation Method for Remote Sensing of the Atmosphere and Ionosphere
Published 2010DOAB: download the publication
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1591
Modeling and Measurement Methods for Acoustic Waves and for Acoustic Microdevices
Published 2013DOAB: download the publication
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1592
Electrospinning Method Used to Create Functional Nanocomposites Films
Published 2018DOAB: download the publication
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1593
Laboratory Unit Operations and Experimental Methods in Chemical Engineering
Published 2018DOAB: download the publication
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1594
Antimicrobials, Antibiotic Resistance, Antibiofilm Strategies and Activity Methods
Published 2019DOAB: download the publication
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1595
Advanced Methods and New Materials for Cultural Heritage Preservation
Published 2019DOAB: download the publication
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1596
Improving Fertilizer Use Efficiency-Methods and Strategies for the Future
Published 2023DOAB: download the publication
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1597
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1598
Methods for Analysing and Reporting EQ-5D Data
Published 2020DOAB: download the publication
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1599
Geophysical and Geotechnical Methods for Diagnosing Flood Protection Dikes
Published 2007DOAB: download the publication
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1600
Mythodologies: Methods in Medieval Studies, Chaucer, and Book History
Published 2018DOAB: download the publication
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