Hypergraphs and Cellular Networks 背景 背景 生物信息用超图来表示会比普通的图更加符合生物间的信息传播 图1A(中间)显示了一种绘制未重定向超图的方法。超图通常投射到图中,丢失了一些信息,但使其绘制更加容易,而且其分析也符合图论中大量的方法和算法。 总而言之,超图通过允许节点之间的多边关系来概括图,这通常...
Hypergraphs and Cellular Networks. PLoS Comput Biol. 2009; 5 (5):e1000385+.Klamt S, Haus UU, Theis F. Hypergraphs and cellular networks. PLoS Comput Biol. 2009; 5 :e1000385.Klamt S, Haus UU, Theis F. Hypergraphs and Cellular Networks. PLoS Comput Biol. 2009; 5 (5):e1000385. doi...
Perspective Hypergraphs and Cellular Networks The understanding of biological networks is a fundamental issue in computational biology. When analyzing topological properties of networks, one often tends to substitute the term ''network' ' for ''graph'', or uses both terms interchang... S Klamt,U ...
Hypergraphs and cellular networks 2009, PLoS Computational Biology Learning with hypergraphs: Clustering, classification, and embedding 2007, Advances in Neural Information Processing Systems Learning with Hypergraphs: Clustering, Classification, and Embedding 2006, NIPS 2006: Proceedings of the 19th Internation...
Klamt, S., Haus, U.-U. & Theis, F. Hypergraphs and cellular networks.PLOS Computat. Biol.5, e1000385 (2009). Article PubMedPubMed CentralGoogle Scholar , 1–14 (2016). MathSciNetPubMedPubMed CentralGoogle Scholar CASPubMedPubMed CentralGoogle Scholar ...
A deluge of new data on real-world networks suggests that interactions among system units are not limited to pairs, but often involve a higher number of nodes. To properly encode higher-order interactions, richer mathematical frameworks such as hypergrap
Vehicle to Vehicle (V2V) communication has recently been considered in 4G and 5G cellular networks. One of the challenging issues in cellular V2V is allocating radio resources to the vehicles. Although previous work have addressed this issue, the fast varying nature of vehicular traffic and its re...
(2009), cellular networks Klamt et al. (2009), and community detection Chien et al. (2018). The seminal work on hypergraphs Zhou et al. (2007) introduced the popular Agarwal et al. (2006); Feng et al. (2018; 2019) clique expansion of a hypergraph. Hypergraph neural networks (HGNN) ...
Cellular telephoneMatching0-1 lawLimit probability distributionHypergeometric functionLet H = (V,E) be an r-uniform hypergraph of size n such that each edge of H meets at most d others. A finite map f:X --> E induces a bipartite graph G(H,f) = (V-f,E-f) with vertex set V-f ...
This paper considers the problem of methods for transmitting and processing information from fifth-generation (5G) networks for aviation. The main problem is resource allocation to minimize inter-cellular interference and optimize performance. As a result, it is determined that ...