In this section, we provide a comprehensive exposition of the proposed algorithm. The innovative strategies incorporated within these algorithms guarantee that the new algorithm achieves a balance between efficiency and clustering accuracy. To…
Category: 7. Maths
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Fractional-order model of malaria incorporating treatment and prevention strategies
Model formulation
A deterministic compartmental model on the transmission dynamics of malaria is been proposed. We sub-divided the total human population \(N_{H} \left( t \right)\), into five (5) distinct classes of susceptible humans \(S_{H}\),…
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A practical framework for appropriate implementation and review of artificial intelligence (FAIR-AI) in healthcare
Best practices and key considerations—narrative review
As a first step to inform the construct of FAIR-AI, we conducted a narrative review to identify the best practices and key considerations related to responsibly deploying AI in healthcare,…
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Multitask allocation model of the coal foreign object sorting robot based on optimal capacity and benefit
Figure 3 in MTAM diagram of CFoSR based on optimal capacity and benefitshows the MTAM diagram of CFoSR based on optimal capacity and benefit. According to the recognition and positioning module, heterogeneous multi-manipulator module, belt…
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Kolmogorov–Arnold graph neural networks for molecular property prediction
Fourier-based KAN layer
KANs are inspired by the Kolmogorov–Arnold superposition theorem, which states that any multivariate continuous function can be expressed as a finite composition of univariate functions and additions. Accordingly, KANs…
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MANIT: a multilayer ANN integrated framework using biometrics and historical features for online examination proctoring
The MANIT frameworks combine facial features, eye gaze, and performance-related historical data together to make an automatic online proctoring system more reliable and effective. The simplified overview of the workflow and different components…
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Crystallographic guess-and-check | Nature Materials
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Soft actor-critic algorithm and improved GNN model in secure access control of disaggregated optical networks
Multi-dimensional attack detection performance analysis
To evaluate GESAC’s improvements in threat detection, the study extracted various attack samples from integrated datasets, including: (1) Emerging threats, such as wavelength eavesdropping…
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Half-thickness discretized format for simulating compressible delay interbed
In ground subsidence simulations, the interbed is considered to be delay interbed if the equilibrium time of the head within interbed is significantly longer than the time step used in the simulation. When the horizontal extent of the interbed is…
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An innovative mathematical model for integrated traffic flow optimization in organized industrial zones
OIZs have emerged as critical engines of industrial growth and economic development. By concentrating industrial activities in designated areas, OIZs streamline production processes, support economic efficiency, and foster regional development….
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