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CORR
2012
Springer
250views Education» more  CORR 2012»
13 years 8 months ago
Mining Attribute-structure Correlated Patterns in Large Attributed Graphs
In this work, we study the correlation between attribute sets and the occurrence of dense subgraphs in large attributed graphs, a task we call structural correlation pattern minin...
Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki
122
Voted
CORR
2012
Springer
195views Education» more  CORR 2012»
13 years 8 months ago
Ranking hubs and authorities using matrix functions
The notions of subgraph centrality and communicability, based on the exponential of the adjacency matrix of the underlying graph, have been effectively used in the analysis of und...
Michele Benzi, Ernesto Estrada, Christine Klymko
178
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IHI
2012
285views Healthcare» more  IHI 2012»
13 years 8 months ago
Towards HIPAA-compliant healthcare systems
In healthcare domain, there is a gap between healthcare systems and government regulations such as the Health Insurance Portability and Accountability Act (HIPAA). The violations ...
Ruoyu Wu, Gail-Joon Ahn, Hongxin Hu
137
Voted
WSDM
2012
ACM
245views Data Mining» more  WSDM 2012»
13 years 8 months ago
The early bird gets the buzz: detecting anomalies and emerging trends in information networks
In this work we propose a novel approach to anomaly detection in streaming communication data. We first build a stochastic model for the system based on temporal communication pa...
Brian Thompson
121
Voted
TVCG
2012
169views Hardware» more  TVCG 2012»
13 years 3 months ago
Visual Reasoning about Social Networks Using Centrality Sensitivity
—In this paper, we study the sensitivity of centrality metrics as a key metric of social networks to support visual reasoning. As centrality represents the prestige or importance...
Carlos D. Correa, Tarik Crnovrsanin, Kwan-Liu Ma
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