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Table of Contents
1. Dataset Preparation 2. Pre-processing approaches 3. Post-processing approaches 4. Non-tuned single-layer feed-forward neural network Learning Machine – Concept 5. Non-tuned single-layer feed-forward neural network Learning Machine – Coding and implementation 6. Outlier-based models of the non-tuned neural network – Concept 7. Outlier-based models of the non-tuned neural network – Coding and implementation 8. Online Sequential non-tuned neural network – Concept 9. Online Sequential non-tuned neural network – Coding and implementation 10. Self-Adaptive Evolutionary of non-tuned neural network – Concept 11. Self-Adaptive Evolutionary of non-tuned neural network – Coding and implementation

Machine Learning in Earth Environmental and

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A Paperback by Hossein Bonakdari, Isa Ebtehaj, Joseph D. Ladouceur

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    Publisher: Elsevier Science
    Publication Date: 6/27/2023 12:00:00 AM
    ISBN13: 9780443152849, 978-0443152849
    ISBN10: 0443152845
    Also in:
    Computing Machine learning Earth Sciences, Geography & Environment Earth sciences

    Description

    Book Synopsis


    Table of Contents
    1. Dataset Preparation 2. Pre-processing approaches 3. Post-processing approaches 4. Non-tuned single-layer feed-forward neural network Learning Machine – Concept 5. Non-tuned single-layer feed-forward neural network Learning Machine – Coding and implementation 6. Outlier-based models of the non-tuned neural network – Concept 7. Outlier-based models of the non-tuned neural network – Coding and implementation 8. Online Sequential non-tuned neural network – Concept 9. Online Sequential non-tuned neural network – Coding and implementation 10. Self-Adaptive Evolutionary of non-tuned neural network – Concept 11. Self-Adaptive Evolutionary of non-tuned neural network – Coding and implementation

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