Core decomposition of uncertain graphs

F Bonchi, F Gullo, A Kaltenbrunner… - Proceedings of the 20th …, 2014 - dl.acm.org
Core decomposition has proven to be a useful primitive for a wide range of graph analyses.
One of its most appealing features is that, unlike other notions of dense subgraphs, it can be …

Truss decomposition of probabilistic graphs: Semantics and algorithms

X Huang, W Lu, LVS Lakshmanan - Proceedings of the 2016 …, 2016 - dl.acm.org
A key operation in network analysis is the discovery of cohesive subgraphs. The notion of k-
truss has gained considerable popularity in this regard, based on its rich structure and …

Injecting uncertainty in graphs for identity obfuscation

P Boldi, F Bonchi, A Gionis, T Tassa - arxiv preprint arxiv:1208.4145, 2012 - arxiv.org
Data collected nowadays by social-networking applications create fascinating opportunities
for building novel services, as well as expanding our understanding about social structures …

Efficient stochastic routing in path-centric uncertain road networks

C Guo, R Xu, B Yang, Y Yuan, T Kieu, Y Zhao… - Proceedings of the …, 2024 - dl.acm.org
The availability of massive vehicle trajectory data enables the modeling of road-network
constrained movement as travel-cost distributions rather than just single-valued costs …

Discovering highly reliable subgraphs in uncertain graphs

R **, L Liu, CC Aggarwal - Proceedings of the 17th ACM SIGKDD …, 2011 - dl.acm.org
In this paper, we investigate the highly reliable subgraph problem, which arises in the
context of uncertain graphs. This problem attempts to identify all induced subgraphs for …

Efficient probabilistic k-core computation on uncertain graphs

Y Peng, Y Zhang, W Zhang, X Lin… - 2018 IEEE 34th …, 2018 - ieeexplore.ieee.org
As uncertainty is inherent in a wide spectrum of graph applications such as social network
and brain network, it is highly demanded to re-visit classical graph problems in the context of …

Efficient subgraph similarity search on large probabilistic graph databases

Y Yuan, G Wang, L Chen, H Wang - arxiv preprint arxiv:1205.6692, 2012 - arxiv.org
Many studies have been conducted on seeking the efficient solution for subgraph similarity
search over certain (deterministic) graphs due to its wide application in many fields …

Simple, fast, and scalable reachability oracle

R **, G Wang - arxiv preprint arxiv:1305.0502, 2013 - arxiv.org
A reachability oracle (or hop labeling) assigns each vertex v two sets of vertices: Lout (v) and
Lin (v), such that u reaches v iff Lout (u)\cap Lin (v)\neq\emptyset. Despite their simplicity and …

Reliable clustering on uncertain graphs

L Liu, R **, C Aggarwal, Y Shen - 2012 IEEE 12th …, 2012 - ieeexplore.ieee.org
Many graphs in practical applications are not deterministic, but are probabilistic in nature
because the existence of the edges is inferred with the use of a variety of statistical …

Discovering your selling points: Personalized social influential tags exploration

Y Li, J Fan, D Zhang, KL Tan - … of the 2017 ACM International Conference …, 2017 - dl.acm.org
Social influence has attracted significant attention owing to the prevalence of social
networks (SNs). In this paper, we study a new social influence problem, called personalized …