Search Results - "machines"

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    Machine Learning for Cyber Physical Systems Selected papers from the International Conference ML4CPS 2018 /

    Published 2019
    Table of Contents: “…Machine Learning for Enhanced Waste Quantity Reduction: Insights from the MONSOON Industry 4.0 Project -- Deduction of time-dependent machine tool characteristics by fuzzy-clustering -- Unsupervised Anomaly Detection in Production Lines -- A Random Forest Based Classifer for Error Prediction of Highly Individualized Products -- Web-based Machine Learning Platform for Condition-Monitoring -- Selection and Application of Machine Learning-Algorithms in Production Quality -- Which deep artifificial neural network architecture to use for anomaly detection in Mobile Robots kinematic data -- GPU GEMM-Kernel Autotuning for scalable machine learners -- Process Control in a Press Hardening Production Line with Numerous Process Variables and Quality Criteria -- A Process Model for Enhancing Digital Assistance in Knowledge-Based Maintenance -- Detection of Directed Connectivities in Dynamic Systems for Different Excitation Signals using Spectral Granger Causality -- Enabling Self-Diagnosis of AutomationDevices through Industrial Analytics -- Making Industrial Analytics work for Factory Automation Applications -- Application of Reinforcement Learning in Production Planning and Control of Cyber Physical Production Systems -- LoRaWan for Smarter Management of Water Network: From metering to data analysis.…”
    Link to Metadata
    Electronic eBook
  5. 185

    Machine Learning for Cyber Physical Systems Selected papers from the International Conference ML4CPS 2020 /

    Published 2021
    Table of Contents: “…Preface -- Energy Profile Prediction of Milling Processes Using Machine Learning Techniques -- Improvement of the prediction quality of electrical load profiles with artficial neural networks -- Detection and localization of an underwater docking station -- Deployment architecture for the local delivery of ML-Models to the industrial shop floor -- Deep Learning in Resource and Data Constrained Edge Computing Systems -- Prediction of Batch Processes Runtime Applying Dynamic Time Warping and Survival Analysis -- Proposal for requirements on industrial AI solutions -- Information modeling and knowledge extraction for machine learning applications in industrial production systems -- Explanation Framework for Intrusion Detection -- Automatic Generation of Improvement Suggestions for Legacy, PLC Controlled Manufacturing Equipment Utilizing Machine Learning -- Hardening Deep Neural Networks in Condition Monitoring Systems against Adversarial ExampleAttacks -- First Approaches to Automatically Diagnose and Reconfigure Hybrid Cyber-Physical Systems -- Machine learning for reconstruction of highly porous structures from FIB-SEM nano-tomographic data.…”
    Link to Metadata
    Electronic eBook
  6. 186

    Machinability and Tribological Performance of Advanced Alloys

    Published 2023
    Subjects: “…Machinability…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
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    Machining-Recent Advances, Applications and Challenges by Urbicain, Gorka

    Published 2019
    Subjects: “…machinability…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
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    Theory and Novel Applications of Machine Learning

    Published 2009
    Subjects: “…Machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
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    Machining Dynamics and Parameters Process Optimization

    Published 2021
    Subjects: “…machining mode…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
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    Applications of Synergies in Human Machine Interfaces

    Published 2019
    Subjects: “…brain machine interfaces…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  19. 199

    Machine Learning and Decision Support in Stroke

    Published 2020
    Subjects: “…machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  20. 200

    Bioinformatics Applications Based On Machine Learning

    Published 2021
    Subjects: “…machine learning…”
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter