Hitting minors, subdivisions, and immersions in tournaments [PDF]
Discrete Mathematics & Theoretical Computer Science, 2018 The Erd\H{o}s-P\'osa property relates parameters of covering and packing of combinatorial structures and has been mostly studied in the setting of undirected graphs.
Jean-Florent Raymond
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Scalable Graph Convolutional Networks With Fast Localized Spectral Filter for Directed Graphs
IEEE Access, 2020 Graph convolutional neural netwoks (GCNNs) have been emerged to handle graph-structured data in recent years. Most existing GCNNs are either spatial approaches working on neighborhood of each node, or spectral approaches based on graph Laplacian ...
Chensheng Li +4 more
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Physics-Informed Directed Graph Network-Based Temperature Forecasting Model [PDF]
SensorsRecently, there has been a dramatic rise in the demand for accurate temperature forecasts. However, challenges arise from modeling and fusing complex spatial and temporal features in temperature data. In this study, we propose a physics-informed directed-
Jinjing Cai +3 more
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Symmetric and Antisymmetric Quantum States from Graph Structure and Orientation [PDF]
EntropyGraph states provide a powerful framework for describing multipartite entanglement in quantum information science. In their standard formulation, graph states are generated by controlled-Z interactions and naturally encode symmetric exchange properties ...
Matheus R. de Jesus +2 more
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An application-based ontological knowledge base of medications to support health literacy and adherence for the consumer population: an aging population use case [PDF]
Journal of Biomedical SemanticsBackground The geriatric population is a vulnerable population that has higher rate of chronic disease and represents the largest portion of healthcare delivered. This population is vulnerable to medication non-adherence. Patient medication non-adherence
Clifford Chen +5 more
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CONSTRUCTION OF BICYCLIC GRAPH AND ITS APPLICATION IN TRANS JOGJA ROUTES
Barekeng, 2023 A bicyclic graph is a type of graph that consists of exactly two cycles. A cycle is a graph that is a closed path where no vertices are repeated except the first and last vertices which are the same.
Aditya Ambarwati, Vira Hari Krisnawati
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A Node Differential Privacy-Based Method to Preserve Directed Graphs in Wireless Mobile Networks
Applied Sciences, 2023 With the widespread popularity of Wireless Mobile Networks (WMNs) in our daily life, the huge risk to disclose personal privacy of massive graph structure data in WMNs receives more and more attention.
Jun Yan, Yihui Zhou, Laifeng Lu
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Cycles in Bayesian Networks [PDF]
International Journal of Electronics and Telecommunications, 2021 The article is devoted to some critical problems of using Bayesian networks for solving practical problems, in which graph models contain directed cycles.
Assem Shayakhmetova +4 more
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Device Interaction Graph: Directed Decision Graph for Settings Auto-Completion
IEEE Access, 2021 Knowledge generated from appliances usage data can be used for personalizing and reducing the number of user interactions. Appliances such as Washing Machines (WM) are capable of storing the settings data selected by the user, during operation.
Ramasamy Kannan +2 more
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PLoS ONE, 2023 In response to the problem that current multi-city multi-pollutant prediction methods based on one-dimensional undirected graph neural network models cannot accurately reflect the two-dimensional spatial correlations and directedness, this study proposes
Li Wang +10 more
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