Search Results - "automation"

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    Metalearning Applications to Automated Machine Learning and Data Mining / by Brazdil, Pavel, van Rijn, Jan N., Soares, Carlos, Vanschoren, Joaquin

    Published 2022
    Table of Contents: “…Introduction -- Part I, Basic Architecture of Metalearning and AutoML Systems -- Metalearning Approaches for Algorithm Selection I -- Evaluating Recommendations of Metalearning / AutoML Systems -- Metalearning Approaches for Algorithm Selection II -- Automating Machine Learning (AutoML) and Algorithm Configuration -- Dataset Characteristics (Metafeatures) -- Automating the Workflow / Pipeline Design -- Part II, Extending the Architecture of Metalearning and AutoML Systems -- Setting Up Configuration Spaces and Experiments -- Using Metalearning in the Construction of Ensembles -- Algorithm Recommendation for Data Streams -- Transfer of Metamodels Across Tasks -- Automating Data Science -- Automating the Design of Complex Systems -- Repositories of Experimental Results (OpenML) -- Learning from Metadata in Repositories.…”
    Link to Metadata
    Electronic eBook
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    Metalearning Applications to Automated Machine Learning and Data Mining by Brazdil, Pavel

    Published 2022
    Subjects: “…Automating Machine Learning (AutoML)…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
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    Metalearning Applications to Automated Machine Learning and Data Mining by Brazdil, Pavel

    Published 2022
    Subjects: “…Automating Machine Learning (AutoML)…”
    OAPEN Library: download the publication
    OAPEN Library: description of the publication
    Electronic Book Chapter
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    Engineering Haptic Devices

    Published 2023
    Subjects: “…Automation.…”
    Link to Metadata
    Electronic eBook
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    Foundations of Robotics A Multidisciplinary Approach with Python and ROS /

    Published 2022
    Subjects: “…Automation.…”
    Link to Metadata
    Electronic eBook
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    Recent Advances in Robotic Systems

    Published 2016
    Subjects: “…artificial intelligence, optimization, sensors, cognition, augmented reality, automation…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  17. 897

    Advances and Technologies in Building Construction and Structural Analysis

    Published 2021
    Subjects: “…rehabilitation, composites, automation, waste, clay, smart cities…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
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