يعرض 1 - 20 نتائج من 30 نتيجة بحث عن 'learning network (quantification OR quantitative) network', وقت الاستعلام: 0.09s تنقيح النتائج
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    Advancing Coherent Power Grid Partitioning: A Review Embracing Machine and Deep Learning حسب Mohamed Massaoudi (16888710)

    منشور في 2025
    "…This article provides an updated review of the cutting-edge machine learning and data-driven techniques used for PGP in networked PSs. …"
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    Formal Verification- and AI/ML-Assisted Radio Resource Allocation for Open RAN Compliant 5G/6G Networks حسب Tariq Mumtaz (10861635)

    منشور في 2025
    "…By leveraging the Open Radio Access Network (RAN) architecture, the framework enables flexible and efficient management of radio resources to meet the competing demands of services offered by the fifth/sixth generation (5G/6G) of wireless networks. …"
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    Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting حسب Panja, Madhurima

    منشور في 2023
    "…While numerous statistical and machine learning methods have been proposed, real-life prediction problems often require hybrid solutions that bridge classical forecasting approaches and modern neural network models. …"
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    Low-Light Homomorphic Filtering Network for integrating image enhancement and classification حسب Al Sobbahi, Rayan

    منشور في 2021
    "…In this paper, we propose a new LLI enhancement model titled LLHFNet (Low-light Homomorphic Filtering Network) which performs image-to-frequency filter learning and is designed for seamless integration into classification models. …"
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    article
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    When geoscience meets generative AI and large language models: Foundations, trends, and future challenges حسب Hadid, Abdenour

    منشور في 2024
    "…This survey discusses several GAI models that have been used in geoscience comprising generative adversarial networks (GANs), physics‐informed neural networks (PINNs), and generative pre‐trained transformer (GPT)‐based structures. …"
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    A Reliable and Robust Deep Learning Model for Effective Recyclable Waste Classification حسب Md. Mosarrof Hossen (21401603)

    منشور في 2024
    "…In this study, we present RWC-Net (recyclable waste classification network), a novel deep learning model designed for the classification of six distinct waste categories using the TrashNet dataset of 2,527 images of waste. …"
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    COVID-19 infection localization and severity grading from chest X-ray images حسب Anas M. Tahir (16870077)

    منشور في 2021
    "…An extensive set of experiments was performed using the state-of-the-art segmentation networks, U-Net, U-Net++, and Feature Pyramid Networks (FPN). …"
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    Hydrogen Sulfide (H<sub>2</sub>S) Sensor: A Concept of Physical Versus Virtual Sensing حسب Ahmed Alsarraj (16876014)

    منشور في 2021
    "…The merits of the proposed system are as follows: 1) a virtual sensing concept is combined with a physical sensing platform to enhance the proposed model’s estimation power in quantifying H<sub>2</sub>S in air samples; 2) a new feature extraction method based on fractional derivatives is proposed to further enhance the model’s learning capabilities; 3) an array of four gas sensors is fabricated in the in-house foundry to record and analyze the signature of H<sub>2</sub>S at various concentration levels; 4) a shallow neural network (NN) model is trained and tested on the recorded data, and based on the NN’s input–output relation, a mathematical model is presented for the quantification of H<sub>2</sub>S; and 5) the proposed model is a highly sensitive and reliable H<sub>2</sub>S gas sensing scheme with the ability to detect the gas instantaneously. …"