Category: 7. Maths

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  • A deep learning software tool for automated sleep staging in rats via single channel EEG

    A deep learning software tool for automated sleep staging in rats via single channel EEG

    Data acquisition procedure

    Adult male and female rats were used across three distinct cohorts totaling 36 unique animals: 16 Wistar rats for model training and validation (termed the Project Aurora dataset), 14 Wistar rats for additional…

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  • Parametric design and multiple objective intelligent optimization of marine nuclear turbine aerothermodynamics under variable conditions

    Parametric design and multiple objective intelligent optimization of marine nuclear turbine aerothermodynamics under variable conditions

    In this section, we applied the multi-condition optimization method based on the CFD non-equilibrium condensation flow calculation method to optimize the design of a Dykas planar cascade29. The optimal values of the design parameters of the Dykas…

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  • Ranking data privacy techniques in cloud computing based on Tamir’s complex fuzzy Schweizer-Sklar aggregation approach

    Ranking data privacy techniques in cloud computing based on Tamir’s complex fuzzy Schweizer-Sklar aggregation approach

    In this section, we will discuss the basic operational laws for a Cartesian form of CFS. Moreover, we have discussed the notion of the score function and accuracy function that can help us manage the ranking of two CFNs. Moreover, we have…

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  • A novel feature-oriented quality of anything (QoX) framework for end-to-end robotic services in 6G networks

    A novel feature-oriented quality of anything (QoX) framework for end-to-end robotic services in 6G networks

  • Zeng, Y. et al. A tutorial on Environment-Aware communications via channel knowledge map for 6G. IEEE Commun. Surv. Tutor. PP (1-1). https://doi.org/10.1109/comst.2024.3364508 (2024).

  • Wang, C. X. et al. On the road to 6G: visions, requirements,…

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  • Study on the diffusion mechanism of gangue slurry within the rough connected voids in the caving zone

    Study on the diffusion mechanism of gangue slurry within the rough connected voids in the caving zone

    Study on the influence of roughness spectral exponent on the diffusion pattern of gangue slurry

    The diffusion process of gangue slurry was studied under working conditions with roughness spectral exponents of 2.8, 2.3, 1.8, 1.3, and 0.8. The…

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  • An intelligent referee selection approach in martial arts using CoCoSo MCDM algorithm

    An intelligent referee selection approach in martial arts using CoCoSo MCDM algorithm

  • Zadeh, L. A. Fuzzy sets. Inf. Control. 8, 338–353 (1965).

    Google Scholar 

  • Atanassov, K. T. Intuitionistic fuzzy sets. Fuzzy Sets Syst. 20, 87–96. https://doi.org/10.1016/S0165-0114(86)80034-3 (1986).

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  • A dual layer secure and energy-efficient model for border surveillance using sea lion inspired strategy in wireless sensor networks

    A dual layer secure and energy-efficient model for border surveillance using sea lion inspired strategy in wireless sensor networks

    This segment reviews existing research on secure and energy-efficient routing in WSNs, essential in various critical applications. A major challenge in WSNs is achieving a balance between conserving energy and maintaining secure communication,…

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  • Deep knowledge tracing and cognitive load estimation for personalized learning path generation using neural network architecture

    Deep knowledge tracing and cognitive load estimation for personalized learning path generation using neural network architecture

    Learning path optimization algorithm

    The generation of optimal learning paths requires balancing two potentially competing objectives: maximizing knowledge acquisition while maintaining appropriate cognitive load levels. We formulate this as a…

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  • Orbitrap noise structure and method for noise unbiased multivariate analysis

    Orbitrap noise structure and method for noise unbiased multivariate analysis

    Description of the measured signal

    Measuring the noise distribution in the Orbitrap spectra requires a source of ions that is stable over the time frame of the measurements. We used the bismuth liquid metal ion gun in the OrbiSIMS, which has a…

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