This section analyzes the correctness and security of the proposed system.
Correctness
This subsection proves the correctness of authentication in the proposed system.
Theorem 1
(Correctness of Authentication) If…
Category: 7. Maths
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Evaluation of synthetic data impact on fire segmentation models performance
This section showcases a thorough analysis of the research method and applied methodologies.
Utilized real data datasets
After thoroughly examining existing literature, it has been shown that most datasets appropriate for semantic segmentation…
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An efficient lattice-based integrated revocable identity-based encryption
Büyüközkan, G. & Göçer, F. Digital supply chain: Literature review and a proposed framework for future research. Comput. Ind. 97, 157–177 (2018).
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Peng, J., Chen, L. &…
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Advanced internet of things enhanced activity recognition for disability people using deep learning model with nature-inspired optimization algorithms
This manuscript proposes an EARDP-DLMNOA model. The proposed model mainly relies on improving the activity recognition model using advanced optimization approaches. To accomplish that, the EARDP-DLMNOA model has data normalization, dimensionality…
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A leaf’s geometry determines whether it falls far from its tree
An apple may not fall far from the tree, but for a leaf, it depends on its shape.
Elm or apple leaves — oval and symmetrical, with few protruding lobes — fall quickly, making them likely to end up close to the tree’s base.
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Bridging chemistry and artificial intelligence by a reaction description language
Thirunavukarasu, A. J. et al. Large language models in medicine. Nat. Med. 29, 1930–1940 (2023).
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Boiko, D. A., MacKnight, R., Kline, B. & Gomes, G. Autonomous chemical research…
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Generative design optimization of tree distribution for enhanced thermal comfort in communal spaces with special reference to hot arid climates
This study employs an iterative AI-driven generative design process, utilizing mutation-based evolution and seed control techniques to refine tree placement dynamically based on environmental constraints and performance feedback, distinguishing…
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A large annotated dataset of vocalizations by common marmosets
Miller, C. T. et al. Marmosets: A Neuroscientific Model of Human Social Behavior. Neuron 90, 219–233 (2016).
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Epple, G. Comparative…
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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
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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