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Neuro-symbolic representation learning on biological knowledge graphs
منشور في 2017"…Through the use of symbolic logic, these embeddings contain both explicit and implicit information. We apply these embeddings to the prediction of edges in the knowledge graph representing problems of function prediction, finding candidate genes of diseases, protein-protein interactions, or drug target relations, and demonstrate performance that matches and sometimes outperforms traditional approaches based on manually crafted features. …"
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Binary-NeRV: Hybrid-Precision Weights Binarization for Efficient Neural Video Representation
منشور في 2026"…Neural implicit video representations such as NeRV have emerged as a powerful alternative to traditional video codecs. …"
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An overview of cluster-based image search result organization: background, techniques, and ongoing challenges
منشور في 2022"…Third, we describe and categorize various steps involved in cluster-based ISRO, ranging over image representation, similarity computation, image clustering or grouping, and cluster-based search result visualization. …"
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4
An Overview on XML Semantic Disambiguation from Unstructured Text to Semi-Structured Data: Background, Applications, and Ongoing Challenges
منشور في 2016"…This survey paper provides a concise and comprehensive review of the methods related to XML-based semi-structured semantic analysis and disambiguation. …"
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