Category: 7. Maths

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  • AI-IoT based smart agriculture pivot for plant diseases detection and treatment

    AI-IoT based smart agriculture pivot for plant diseases detection and treatment

    The hardware pilot of the proposed AI-IoT smart agriculture pivot is experimentally setup and operated in this section for the plant diseases detection and treatment, including the following processes: Data augmentation, plant disease detection,…

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  • Rapid eigenpatch utility classifier for image denoising

    Rapid eigenpatch utility classifier for image denoising

    Overview

    Here, we introduce the dataflow of the algorithm, which is altogether summarised in Fig. 1. The motivations will be discussed in the following paragraphs. First, the size of the Point-Spread-Function, which is the presentation of…

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  • Leveraging explainable artificial intelligence with ensemble of deep learning model for dementia prediction to enhance clinical decision support systems

    Leveraging explainable artificial intelligence with ensemble of deep learning model for dementia prediction to enhance clinical decision support systems

    This paper proposes an LXAIOA-ADPCM method for medical diagnosis. The main intention of the LXAIOA-ADPCM method is to progress a novel technique for dementia prediction using advanced techniques. It contains various processes involved, such as…

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  • Methodological framework for three-way statistical analysis of cost of living and quality of life indices: a case study in the American continent

    Methodological framework for three-way statistical analysis of cost of living and quality of life indices: a case study in the American continent

    Determination of the number of components

    The three-way table used for this statistical analysis can be found in the Supplementary Information files. For pre-processing, we performed centering and scaling in the second mode, where the variables…

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  • Geometrically aware transformer for point cloud analysis

    Geometrically aware transformer for point cloud analysis

    To illustrate how the Transformer mechanism in this study diverges from previous approaches, a brief review of classic Transformer types is conducted through mathematical formulations. An overview of PointGA is then provided, followed by a…

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  • Improved adaptive CUSUM control chart for industrial process monitoring under measurement error

    Improved adaptive CUSUM control chart for industrial process monitoring under measurement error

    The results of the IACUSUM control chart are summarized in Tables 1 and 2, applied to the scenarios with and without ME. In this analysis, we evaluate the effect of ME and its relevance for process monitoring. The covariate method is used as an…

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  • Recent updates of the MPEXS2.1-DNA Monte Carlo code for simulations of water radiolysis under ion irradiation

    Recent updates of the MPEXS2.1-DNA Monte Carlo code for simulations of water radiolysis under ion irradiation

    Comparison of radiation chemical yields simulated by GFDE-SBS with previously simulated and measured data

    Time profiles of radiation chemical yields under electron irradiation

    To assess whether the GFDE-SBS model could accurately simulate water…

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  • A 2 year follow-up self-controlled study on morphological changes in the musculoskeletal apparatus after conservative treatment of condylar head fracture

    A 2 year follow-up self-controlled study on morphological changes in the musculoskeletal apparatus after conservative treatment of condylar head fracture

  • Karagah, A. et al. Correlation of radiomorphometric indices of the mandible and mandibular angle fractures. Heliyon 8 (9), e10549 (2022).

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  • Innovative fast and low-cost method for the detection of living bacteria based on trajectory

    Innovative fast and low-cost method for the detection of living bacteria based on trajectory

    Preparation/samples

    Beads

    Spherical latex beads (Invitrogen Nonionic latex beads from ThermoFisher Scientific, reference: N3746437) of 1 μm in diameter were used as a simple model for inert objects. Beads were diluted in Phosphate Buffered Saline…

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