[PDF] Top 20 Random walks on temporal networks
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Random walks on temporal networks
... artificial networks evolve in ...the temporal patterns characterizing dynamic networks are still recent, so that many questions remain ...how random walks, as paradigm of dynamical ... See full document
15
Classes of random walks on temporal networks with competing timescales
... static networks is a well-known, extensively studied ...of random walk processes on networks, that are essentially equivalent to Markov chains, and are used as a baseline model for the diffusion of ... See full document
20
Random walks on activity-driven networks with attractiveness
... might not be correlated with activity and drive the con- tact selection process. In particular, we consider a classic linear preferential attachment [53]. We then study a ran- dom walk process unfolding at the same ... See full document
10
Random walk centrality for temporal networks
... the random walk under periodic boundary conditions and regard temporal network data as sequences of snapshots, each of which is an observation of a network within a given time ...random walks. ... See full document
27
Random walks on complex trees
... We study the properties of random walks on complex trees. We observe that the absence of loops reflects in physical observables showing large differences with respect to their looped counterparts. First, ... See full document
10
Combining path-constrained random walks to recover link weights in heterogeneous information networks
... In these cited works, when the similarity scores are used for link prediction/detection, the scores are ranked and then, the presence of links is inferred based on this ranking. Also some work try to combine meta paths ... See full document
10
Choice and bias in random walks
... a random walk on a graph with the hope of speeding up the cover and hitting ...of random walks used in algorithmic applications such as searching, routing, self-stabilization, and query processing in ... See full document
21
Resource location based on partial random walks in networks with resource dynamics
... partial walks also affects the shape of the probabilistic distribution of search ...simple random walks (RW) and for choose-first PW-RW, for s = 10 and for several values of d, obtained from the ... See full document
6
Random walks, effective resistance and neighbourhood statistics in binomial random graphs
... of random walks on G(n, ...electrical networks and random walks we use our resistance bounds to calculate the expectation of the vertex hitting times, Kirchhoff index and a number of ... See full document
142
Node Sampling Using Centrifugal Random Walks
... RCW in Connected Networks As mentioned, in order to use RCW to sample connected networks, some preprocessing is done. This involves constructing a spanning tree in the network and performing a weight ... See full document
15
Random walks and the contact process
... and temporal correlation ...for random walks that depend weakly on the random environment, using renormalisation arguments, under an assumption that implies exponential mixing of the ... See full document
150
Continuous-time random walks on networks with vertex- and time-dependent forcing
... (1) Particles moving at random between connected vertices of a network may be modeled as CTRWs. Here we consider a general case where the waiting time density may be different on different vertices and the effects ... See full document
9
Node Sampling using Random Centrifugal Walks
... As mentioned, in order to use RCW to sample connected networks, some preprocessing is done. This involves constructing a spanning tree in the network and performing a weight aggregation process. After the ... See full document
26
Word Sense Disambiguation based on Constrained Random Walks in Linked Semantic Networks
... Word Sense Disambiguation remains a challenging NLP task. Due to the lack of annotated training data, especially for rare senses, the supervised approaches are usually designed for specific subdomains limited to a narrow ... See full document
10
Universality of Cutoff for Random Walks on Random Cayley Graphs
... train networks, amongst many other less-than-productive topics, in which you pushed your socialist agenda particular in the face of Andrew’s ultra-capitalist ...fairly random stuff—perhaps neither of us ... See full document
161
Answering Opinion Questions with Random Walks on Graphs
... sider the relationship between different answers. The experiment results demonstrate the effective- ness of these relations. 2. Opinion PageRank and Opinion HITS are comparable. Among five sen- timental lexicons, Opinion ... See full document
9
A Model of Self-Avoiding Random Walks for Searching Complex Networks
... the networks. For regular and ER random networks, a larger k yields a smaller h, for both RW and ...In networks without one-hop replication, the reduction in h when the average degree ... See full document
34
Random walks and search in time-varying networks
... Random walks on networks lie at the core of many real-world dynamical processes, ranging from the nav- igation and ranking of information networks to the spreading of diseases and the routing ... See full document
6
Random walks in random environments
... a random medium can be adequately described, on some spatial-temporal scale, using a suitable effec- tive system in a homogeneous (non-random) ... See full document
21
Convex hulls of random walks and their scaling limits
... The outline of the rest of the paper is as follows. In Section 2 we describe our scaling limit approach, and carry it through after presenting the necessary preliminaries; the main results of this section, Theorems 2.5 ... See full document
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