Finally, by comparing with some other important random walk processes defined on multiplex networks, we find that in some region of the parameters, a Lvy random walk is the most efficient strategy. Our results give us a deeper understanding of Lvy random walks and show the importance of ...
Multiplex networks, a special type of multilayer networks, are increasingly applied in many domains ranging from social media analytics to biology. A common task in these applications concerns the detection of community structures. Many existing algorithms for community detection in multiplexes attempt to...
corresponding to a two-step Markov process38, hyperedge nodes are only intermediate stops with zero flow when the random walk is back on the nodes after two steps. The stationary distribution of the random walk is concentrated to the nodes. For non-lazy walks represented with bipartite networks...
Characterizing the statistically significant centrality of nodes is one of the main goals of multiplex networks. However, current centrality measures for n... C Ding,K Li - 《Neurocomputing》 被引量: 2发表: 2018年 Energy Efficient Search in Sensor Networks Using Simple Random Walks with Level ...
on multiplex network. rwr algorithm can be seen as an extension of the pagerank algorithm developed by google [ 24 ]. an imaginary particle starts a random walk from the seed node. at each step, the particle either walks to other nodes with a certain probability, or returns to the seed ...
Multiplex networksBiased random walksDiffusionEntropy rateWe consider an open network, with constant rate of incoming 'peers'. A peer can contact and communicate with any other peer in the system, corresponding to an Internet's overlay, where knowledge of peer's IP-address enables communication ...
2015. Community detection in multiplex networks using locally adaptive random walks. In Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM'2015). ACM, 1308-1315.Kuncheva Z., Montana G. Community detection in multiplex networks using ...
Montana, "Community detection in multiplex networks using locally adaptive random walks," in Proceedings of ASONAM'15. ACM, 2015.Z. Kuncheva and G. Montana, "Community detection in multiplex networks using locally adaptive random walks," in IEEE/ACM Interna- tional Conference on Advances in ...
This paper investigates a multiplex random walk by K tokens, in which K tokens randomly walks on a graph independently according to an individual transition probability. For the cover time of a multiplex random walk, we present new inequalities similar to celebrated Matthews' inequalities for a ...
Sheng-Jun Wang1, Marko Jusup2 & Zhen Wang3,4 Random rewiring is used to generate null networks for the purpose of analyzing the topological properties of scale-free networks, yet the effects of random rewiring on the degree correlation are subject to contradicting interpretations in the ...