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    Power Allocation in Nonselfish Symbiotic Cognitive Relaying with Partial Channel State Information by Peng Gong, Kai Ren, Duk Kyung Kim

    Published 2014-01-01
    “…In order to reduce the feedback overhead, another power allocation algorithm is devised based only on the partial CSI, that is, the CSI of BS-PU and the CSI of BS-CUs. …”
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  12. 212

    Multifeatured Image Retrieval Techniques Based on Partial Differential Equations for Online Shopping by Jiaohui Yu

    Published 2021-01-01
    “…To improve the search speed of the data-dependent locally sensitive hashing algorithm, we propose a query pruning algorithm compatible with the proposed partial differential equation-based multifeature image retrieval technology method, which greatly improves the retrieval speed while ensuring the retrieval accuracy; to implement the data-dependent partial differential equation algorithm, we need to distribute the data set among different operation nodes, and to better achieve better parallelization of operations, we need to measure the similarity between categories, and we achieve the problem of distributing data among various categories in each operation node by introducing a clustering method with constraints. …”
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    Distributed semi-supervised partial multi-dimensional learning via subspace learning by Zhen Xu, Weibin Chen

    Published 2025-06-01
    “…The convergence performance and communication complexity of the dS $$^2$$ 2 PMDL algorithm are analyzed. Furthermore, experiments on multiple datasets are performed to validate the effectiveness of the proposed algorithm in semi-supervised partial multi-dimensional classification.…”
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