Search Results - "machines"
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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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Electronic eBook -
325
Computer Vision and Machine Learning for Intelligent Sensing Systems
Published 2023DOAB: download the publication
DOAB: description of the publication
Electronic Book Chapter -
326
Statistical Data Modeling and Machine Learning with Applications II
Published 2023Subjects: “…machine learning…”
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DOAB: description of the publication
Electronic Book Chapter -
327
Advanced Machine Learning Applications in Big Data Analytics
Published 2023Subjects: “…support vector machine swarm intelligence…”
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DOAB: description of the publication
Electronic Book Chapter -
328
Advances in Machine Learning and Mathematical Modeling for Optimization Problems
Published 2023Subjects: “…machine learning…”
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DOAB: description of the publication
Electronic Book Chapter -
329
Reliability of Mechatronic Systems and Machine Elements: Testing and Validation
Published 2023Subjects: “…multistage industrial machine…”
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DOAB: description of the publication
Electronic Book Chapter -
330
New Insights in Machine Learning and Deep Neural Networks
Published 2023DOAB: download the publication
DOAB: description of the publication
Electronic Book Chapter -
331
Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard
Published 2023Subjects: “…Machine learning…”
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DOAB: description of the publication
Electronic Book Chapter -
332
Controlled Document Authoring in a Machine Translation Age
Published 2021Subjects: “…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 -
333
Claim Models: Granular Forms and Machine Learning Forms
Published 2020Subjects: “…machine learning…”
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DOAB: description of the publication
Electronic Book Chapter -
334
Machine Learning Methods with Noisy, Incomplete or Small Datasets
Published 2021Subjects: “…machine learning…”
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DOAB: description of the publication
Electronic Book Chapter -
335
Advances and Trends in Non-conventional, Abrasive and Precision Machining
Published 2021Subjects: “…electrical discharge machining…”
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DOAB: description of the publication
Electronic Book Chapter -
336
Machine Learning/Deep Learning in Medical Image Processing
Published 2021Subjects: “…machine learning…”
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DOAB: description of the publication
Electronic Book Chapter -
337
Remanufacturing and Advanced Machining Processes for New Materials and Components
Published 2022Subjects: “…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…”
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DOAB: description of the publication
Electronic Book Chapter -
338
Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published 2022DOAB: download the publication
DOAB: description of the publication
Electronic Book Chapter -
339
Remanufacturing and Advanced Machining Processes for New Materials and Components
Published 2022Subjects: “…ultrasonic machining methods…”
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DOAB: description of the publication
Electronic Book Chapter -
340
Information Theory and Its Application in Machine Condition Monitoring
Published 2022Subjects: “…machine vision…”
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DOAB: description of the publication
Electronic Book Chapter