Search Results - "machines"

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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.…”
    Link to Metadata
    Electronic eBook
  5. 325
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    Statistical Data Modeling and Machine Learning with Applications II

    Published 2023
    Subjects: “…machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  7. 327

    Advanced Machine Learning Applications in Big Data Analytics

    Published 2023
    Subjects: “…support vector machine swarm intelligence…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  8. 328

    Advances in Machine Learning and Mathematical Modeling for Optimization Problems

    Published 2023
    Subjects: “…machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  9. 329

    Reliability of Mechatronic Systems and Machine Elements: Testing and Validation

    Published 2023
    Subjects: “…multistage industrial machine…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  10. 330
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    Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

    Published 2023
    Subjects: “…Machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  12. 332

    Controlled Document Authoring in a Machine Translation Age by Miyata, Rei

    Published 2021
    Subjects: “…authored support system; contextual machine translation; controlled document authoring; controlled language; document structure; terminology management; translation technology; usability evaluation…”
    DOAB: description of the publication
    Electronic Book Chapter
  13. 333

    Claim Models: Granular Forms and Machine Learning Forms by Taylor, Greg

    Published 2020
    Subjects: “…machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  14. 334

    Machine Learning Methods with Noisy, Incomplete or Small Datasets

    Published 2021
    Subjects: “…machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  15. 335

    Advances and Trends in Non-conventional, Abrasive and Precision Machining

    Published 2021
    Subjects: “…electrical discharge machining…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  16. 336

    Machine Learning/Deep Learning in Medical Image Processing

    Published 2021
    Subjects: “…machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  17. 337

    Remanufacturing and Advanced Machining Processes for New Materials and Components by Gevorkyan, Е.S

    Published 2022
    Subjects: “…beam coating methods;diamond and diamond spark grinding;electrolyte-plasma quenching;industrial transport;lost foam casting;manufacturing;railway transport;remanufacturing;repairing and strengthening cladding;surface engineering methods;thermal and vacuum spraying;thermoelastoplastic techniques;titanium nitride coatings;ultrasonic machining methods…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  18. 338
  19. 339

    Remanufacturing and Advanced Machining Processes for New Materials and Components by Gevorkyan, Е.S

    Published 2022
    Subjects: “…ultrasonic machining methods…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  20. 340

    Information Theory and Its Application in Machine Condition Monitoring

    Published 2022
    Subjects: “…machine vision…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter