Enriched knowledge representation in biological fields: a case study of literature-based discovery in Alzheimer's disease. [PDF]
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Petri graph neural networks advance learning higher order multimodal complex interactions in graph structured data. [PDF]
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HyperPhS: a pharmacophore-guided multimodal representation framework for metabolic stability prediction through contrastive hypergraph learning. [PDF]
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Sherlock Holmes Doesn't Play Dice: The Mathematics of Uncertain Reasoning When Something May Happen, That You Are Not Even Able to Figure Out. [PDF]
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A small set of critical hyper-motifs governs heterogeneous flow-weighted network resilience. [PDF]
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Boundary complexity of cortical and subcortical areas predicts deep brain stimulation outcomes in Parkinson's disease. [PDF]
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Multimodal Classification of Alzheimer's Disease Using Longitudinal Data Analysis and Hypergraph Regularized Multi-Task Feature Selection. [PDF]
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Drivers of cooperation in social dilemmas on higher-order networks. [PDF]
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The Ground-Set-Cost Budgeted Maximum Coverage Problem. [PDF]
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Beyond Euclid: an illustrated guide to modern machine learning with geometric, topological, and algebraic structures. [PDF]
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