Showing 1 - 20 results of 37 for search '"Online machine learning"', query time: 0.18s Refine Results
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    Computerized Hammer Sounding Interpretation for Concrete Assessment with Online Machine Learning by Jiaxing Ye, Takumi Kobayashi, Masaya Iwata, Hiroshi Tsuda, Masahiro Murakawa

    Published 2018-03-01
    “…In this study, we propose a novel hammering response analysis system using online machine learning, which aims at achieving near-human performance in assessment of concrete structures. …”
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    Article
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    Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy by Frank Alexander Kraemer, Hafiz Areeb Asad, Kerstin Bach, Bernd-Christian Renner

    Published 2023-01-01
    “…Our study is based on a data set covering over 3 years, for which we simulate online machine learning algorithms with different amounts of training data and input features. …”
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    Incremental Online Machine Learning for Detecting Malicious Nodes in Vehicular Communications Using Real-Time Monitoring by Souad Ajjaj, Souad El Houssaini, Mustapha Hain, Mohammed-Alamine El Houssaini

    Published 2023-09-01
    “…In this paper, we propose a new approach for attack detection in VANETs based on incremental online machine learning. This approach uses data collected from the monitoring of the VANET nodes’ behavior in real time and trains an online model using incremental online learning algorithms. …”
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    Prediction Procedure of Parasitic Parameters Considering Laminated Bus Bar Geometries Based on Online Machine Learning by Ryosuke Shigetomi, Keiji Wada

    Published 2023-01-01
    “…This article describes how large datasets can be obtained from multiple installments and perform online machine learning using XGBoost. To discuss the benefits of online machine learning, the prediction accuracy using test data in multiple machine learning models with different amounts of training data is compared. …”
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    Online Machine Learning and Surrogate-Model-Based Optimization for Improved Production Processes Using a Cognitive Architecture by Alexander Hinterleitner, Richard Schulz, Lukas Hans, Aleksandr Subbotin, Nils Barthel, Noah Pütz, Martin Rosellen, Thomas Bartz-Beielstein, Christoph Geng, Phillip Priss

    Published 2023-10-01
    “…Given that machines in these processes continuously generate large streams of data, Online Machine Learning (OML) is identified as a crucial extension to the existing architecture. …”
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    Support patient search on pathology reports with interactive online learning based data extraction by Shuai Zheng, James J Lu, Christina Appin, Daniel Brat, Fusheng Wang

    Published 2015-01-01
    Subjects: “…Controlled vocabularies, data extraction, online machine learning, pathology reports, patient search…”
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