Experimental environment and parameter configuration
The training and development of this experiment is based on Pytorch framework under Linux server, using Ubuntu system, the specific experimental environment is shown in Table 1.
Category: 7. Maths
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ST-CFI: Swin Transformer with convolutional feature interactions for identifying plant diseases
The experimental framework employs five benchmark datasets for comprehensive evaluation, as detailed in Section 3.1. Section 3.2 subsequently presents the architectural details and implementation specifics of the proposed ST-CFI methodology.
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A hybrid YOLO-UNet3D framework for automated protein particle annotation in Cryo-ET images
Main experimental results
The experiments in this study were all carried out on the test set, which is provided by the Kaggle platform and can be obtained through https://cryoetdataportal.czscience.com/datasets/10445 The hybrid model proposed in…
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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
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
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 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
Zadeh, L. A. Fuzzy sets. Inf. Control. 8, 338–353 (1965).
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
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
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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