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Industrial Product Quality Analysis Based on Online Machine Learning
Published 2023-09-01Subjects: Get full text
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Computerized Hammer Sounding Interpretation for Concrete Assessment with Online Machine Learning
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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Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy
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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Online Machine Learning of Available Capacity for Vehicle-to-Grid Services during the Coronavirus Pandemic
Published 2021-11-01Subjects: Get full text
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Dynamic Industrial Optimization: A Framework Integrates Online Machine Learning for Processing Parameters Design
Published 2024-03-01Subjects: Get full text
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Incremental Online Machine Learning for Detecting Malicious Nodes in Vehicular Communications Using Real-Time Monitoring
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
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
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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Applying Learning and Self-Adaptation to Dynamic Scheduling
Published 2023-12-01Subjects: Get full text
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Improving Industrial Robot Positioning Accuracy to the Microscale Using Machine Learning Method
Published 2022-10-01Subjects: “…online machine learning…”
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Support patient search on pathology reports with interactive online learning based data extraction
Published 2015-01-01Subjects: “…Controlled vocabularies, data extraction, online machine learning, pathology reports, patient search…”
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