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IEAAIE
2004
Springer
14 years 3 months ago
Cell Modeling Using Agent-Based Formalisms
The systems biology community is building increasingly complex models and simulations of cells and other biological entities. This community is beginning to look at alternatives t...
Ken Webb, Tony White
SDM
2010
SIAM
182views Data Mining» more  SDM 2010»
13 years 11 months ago
HCDF: A Hybrid Community Discovery Framework
We introduce a novel Bayesian framework for hybrid community discovery in graphs. Our framework, HCDF (short for Hybrid Community Discovery Framework), can effectively incorporate...
Keith Henderson, Tina Eliassi-Rad, Spiros Papadimi...
ACML
2009
Springer
14 years 4 months ago
Community Detection on Weighted Networks: A Variational Bayesian Method
Abstract. Massive real-world data are network-structured, such as social network, relationship between proteins and power grid. Discovering the latent communities is a useful way f...
Qixia Jiang, Yan Zhang, Maosong Sun
AAAI
2007
14 years 5 days ago
Probabilistic Community Discovery Using Hierarchical Latent Gaussian Mixture Model
Complex networks exist in a wide array of diverse domains, ranging from biology, sociology, and computer science. These real-world networks, while disparate in nature, often compr...
Haizheng Zhang, C. Lee Giles, Henry C. Foley, John...
AAAI
1994
13 years 11 months ago
Using Knowledge Acquisition and Representation Tools to Support Scientific Communities
Widespread access to the Internet has led to the formation of geographically dispersed scientific communities collaborating through the network. The tools supporting such collabor...
Brian R. Gaines, Mildred L. G. Shaw