Higher-order interaction networks
Web10 de abr. de 2024 · Hybrid recommendation algorithms perform well in improving the accuracy of recommendation systems. However, in specific applications, they still cannot reach the requirements of the recommendation target due to the gap between the design of the algorithms and data characteristics. In this paper, in order to learn higher-order … Web1 de fev. de 2024 · Higher-order interactions are widespread in the real world, and it is a natural idea to include higher-order interactions in network analysis. In particular, they are widely used as the underlying structure on which dynamical processes, such as spreading [14], [15], [16], [17], [18], synchronization [19] and game [20], [21].
Higher-order interaction networks
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Web12 de set. de 2024 · Higher-order Graph Convolutional Networks John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao Following the success of deep convolutional networks in various vision and speech related tasks, researchers have started investigating generalizations of the well-known technique for graph-structured data. Web13 de abr. de 2024 · Skardal and A. Arenas, “ Higher order interactions in complex networks of phase oscillators promote abrupt synchronization switching,” Commun. Phys. 3 (1), 218 (2024).
Web11 de mar. de 2024 · Here we use the formalisms of multilayer and higher-order networks, often also called hypergraphs, to study the maturation of different topological … Web13 de abr. de 2024 · Microbiome engineering offers the potential to leverage microbial communities to improve outcomes in human health, agriculture, and climate. To translate this potential into reality, it is crucial to reliably predict community composition and function. But a brute force approach to cataloguing community function is hindered by the …
Web8 de jul. de 2016 · Networks are a fundamental tool for understanding and modeling complex systems in physics, biology, neuroscience, engineering, and social science. Many networks are known to exhibit rich, lower-order connectivity patterns that can be captured at the level of individual nodes and edges. However, higher-order organization of … Web26 de jul. de 2024 · Finally, we study simplicial contagion on temporal higher-order networks that present degree heterogeneity, showing once again that temporality hinders higher-order spreading, but in a less pronounced way than for homogeneous structures. 2. Model. We study social contagion in simplicial complexes which evolve over time.
Web11 de abr. de 2024 · Social media has significantly impacted students’ academic success in recent years. These networks offer plenty of chances and dangers for students from a range of backgrounds. In order to investigate the link between the mediation roles of social contact, social engagement, and collaborative learning on the academic performance of …
WebHigher-Order Interactions: From Networks to Hypergraphs Giulio Burgio 1, Joan T. Matamalas 2, Sergio Gómez 1 and Alex Arenas 1,* 1 Departament d’Enginyeria Informàtica i Matemàtiques, Universitat Rovira i Virgili, Av. Països Catalans 26, 43007 Tarragona, Spain; [email protected] (G.B.), [email protected] (S.G.) slush puppy mixtureWebHá 2 dias · Researchers use networks to model relational data from complex systems, and tools from network science to map them and understand their function. Flow communities capture the organization of various real-world systems such as social networks, protein-protein interactions, and species distributions, and are often overlapping. However, … solar panels for your home philadelphiaWeb1 de mai. de 2024 · By using the cliques to describe the high-order interactions, Wang et al. [54] revealed the system always exhibits a second-order phase transition for any strength of high-order interactions. Wang et al. [55] assumed that the nodes’ functions are dependent on the other nodes in the same clique (i.e., intralayer dependency) and then … slush puppy nightmare lyricsWeb4 de mar. de 2024 · In many real-world networks, such as ecosystem networks, social networks and brain neural networks, higher-order interactions are ubiquitous . To model various higher-order interactions, besides hypernetworks, there is a possibility of using the higher-order structure of the network itself, where they all depend on higher-order cycles. slush puppy parent company crosswordsolar panels for your home in hawaiiWeb23 de mar. de 2024 · Higher-order interactions embedded in clique complexes can optimize the collective synchronization in the Kuramoto model subject to equitable increases in … solar panels for your home marylandWebInformation-theoretic quantities reveal dependencies among variables in the structure of joint, marginal, and conditional entropies while leaving certain fundamentally different systems indistinguishable. Furthermore, there is no consensus on the correct higher-order generalisation of mutual information (MI). In this manuscript, we show that a recently … slush puppy musician