Category: Engineering

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  • CHMMConvScaleNet: a hybrid convolutional neural network and continuous hidden Markov model with multi-scale features for sleep posture detection

    CHMMConvScaleNet: a hybrid convolutional neural network and continuous hidden Markov model with multi-scale features for sleep posture detection

    Signal processing

    Fig. 2

    Signal analysis for motion artifact identification and rollover event classification in the MARI module.

    This study was approved by the Institutional Review Board (IRB) of Peking Union Medical College (Approval Number:…

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  • Enhancing counterfactual detection in multilingual contexts using a few shot clue phrase approach

    Enhancing counterfactual detection in multilingual contexts using a few shot clue phrase approach

    Setup

    Dataset

    The dataset created by Yang et al. was used for the SemEval-2020 Task-5 Counterfactual Recognition, which contains counterfactual data from various domains such as politics, economics, and healthcare. It includes 738 counterfactual…

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  • Heterogeneous attention multi-scale network for efficient weld seam classification

    Heterogeneous attention multi-scale network for efficient weld seam classification

    This section introduces HAMS-Net (Heterogeneous Attention Multi-Scale Network), our proposed architecture for weld seam classification. HAMS-Net is designed to address challenges in complex weld geometries, subtle inter-class feature variations,…

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  • Cardiomyopathy and thrombogenesis in cats through left atrial morphological and fluid dynamics analysis

    Cardiomyopathy and thrombogenesis in cats through left atrial morphological and fluid dynamics analysis

    Sample description

    The prospective observational post-mortem study received ethical approval from the Clinical Research Ethical Review Board of the Royal Veterinary College (RVC) (URN 2016-1638-3). The clinical procedures of euthanasia and…

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  • An optimal water distribution model for canal systems based on water level

    An optimal water distribution model for canal systems based on water level

    Study area

    The Bojili irrigation district is located in the north of Shandong Province, and involves Huimin County, Yangxin County, and Wudi County. The geographical coordinates of the irrigation district are 117°14′37″–117°58′ 44″,…

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  • US chemists develop cheaper, cleaner steel process using electrochemistry

    US chemists develop cheaper, cleaner steel process using electrochemistry

    Steel is the backbone of modern civilization—used in everything from buildings and bridges to cars and appliances.

    On the other hand, steelmaking is one of the world’s largest sources of carbon emissions, primarily due to the traditional…

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