Category: 7. Maths

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  • An automated framework for assessing how well LLMs cite relevant medical references

    An automated framework for assessing how well LLMs cite relevant medical references

    This study was conducted in strict accordance with all applicable ethical standards, guidelines, and regulations governing research practices.

    LLM evaluations

    Our analysis focuses on evaluating the following top-performing LLMs: GPT-4o (RAG),…

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  • Tuberculosis detection using few shot learning

    Tuberculosis detection using few shot learning

    Datasets

    Datasets utilized for this study, including two publicly available datasets maintained by the National Institutes of Health, which are from Montgomery County, Maryland, and Shenzhen, China12. Table 1 shows the summary of TB CXR image…

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  • A fine-grained course session recommendation method based on knowledge point pruning

    A fine-grained course session recommendation method based on knowledge point pruning

    Problem definition

    The course recommendation adopts the Multi round Conversational Recommendation (MCR)26 method. This method asks learners about their preferences for a certain knowledge point and recommends it multiple times during the…

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  • Artificial intelligence-driven cybersecurity system for internet of things using self-attention deep learning and metaheuristic algorithms

    Artificial intelligence-driven cybersecurity system for internet of things using self-attention deep learning and metaheuristic algorithms

    This paper presents a novel ICSSADL-MHOA technique. The proposed ICSSADL-MHOA model aims to enhance a robust cybersecurity system in IoT networks. It involves various processes, such as data normalization, DR, classification, and parameter…

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