Bilaketaren emaitzak - machine learning (algorithm OR algorithms)

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  1. Statistical Foundations of Actuarial Learning and its Applications nork Wüthrich, Mario V., Merz, Michael

    Argitaratua 2022
    Gaiak: “...thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning...”
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    Online
  2. Convex Optimization for Machine Learning nork Suh, Changho

    Argitaratua 2023
    “...Another key feature is that it includes programming implementation of a variety of machine learning algorithms inspired by optimization fundamentals, together with a brief tutorial of the used programming tools. ...”
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    Online
  3. Hyperparameter Tuning for Machine and Deep Learning with R

    Argitaratua 2023
    “...This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. ...”
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    Online
  4. Machine Learning and Its Application to Reacting Flows

    Argitaratua 2023
    “...This open access book introduces and explains machine learning (ML) algorithms and techniques developed for statistical inferences on a complex process or system and their applications to simulations of chemically reacting turbulent flows. ...”
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    Online
  5. Discovery in Physics

    Argitaratua 2023
    Gaiak: “...Resource-Aware Machine Learning...”
    Testu osoa
    Online
  6. Fundamentals

    Argitaratua 2023
    Gaiak: “...Resource-Aware Machine Learning...”
    Testu osoa
    Online
  7. Applications

    Argitaratua 2023
    Gaiak: “...Resource-Aware Machine Learning...”
    Testu osoa
    Online
  8. Software Engineering and Data Science

    Argitaratua 2023
    “...Data-driven software solutions are different from “traditional” software development projects, as the focus of the main development core is on managing the data (e.g., data store and data quality) and designing behavioral models with the aid of artificial intelligence and machine learning techniques. To this end, new life cycles, algorithms, methods, processes, and tools are required. ...”
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    Online
  9. Feature Papers of Drones Vol. 1

    Argitaratua 2023
    Gaiak: “...machine learning...”
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    Online
  10. Feature Papers of Drones Vol. 2

    Argitaratua 2023
    Gaiak: “...machine learning...”
    Testu osoa
    Online