Search Results - "prediction"

  1. 321
  2. 322
  3. 323

    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
  4. 324

    Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

    Published 2023
    Subjects: “…temporal prediction…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  5. 325
  6. 326

    Advanced Approaches Applied to Materials Development and Design Predictions by Hu, Dianyin

    Published 2020
    Subjects: “…strain prediction…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  7. 327

    Integrated Software Architecture-Based Reliability Prediction for IT Systems by Brosch, Franz

    Published 2012
    Subjects: “…Software ReliabilitySoftware ArchitectureDesign-Time Reliability PredictionComponent-Based Software Development…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  8. 328
  9. 329
  10. 330
  11. 331
  12. 332
  13. 333
  14. 334
  15. 335
  16. 336
  17. 337
  18. 338
  19. 339
  20. 340