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SAINT
2009
IEEE
15 years 9 months ago
Davis Social Links: Leveraging Social Networks for Future Internet Communication
In this paper, we present a social network based network communication architecture, Davis Social Links (DSL). DSL uses the trust and relationships inherent to human social networ...
Lerone Banks, Prantik Bhattacharyya, Matthew Spear...
91
Voted
HICSS
2007
IEEE
110views Biometrics» more  HICSS 2007»
15 years 8 months ago
Social Network and Genre Emergence in Amateur Flash Multimedia
Research on digital media tends to characterize the emergence of new genres without reference to social networks, even though “community” and “social interaction” are invo...
John C. Paolillo, Jonathan Warren, Breanne Kunz
BMCBI
2008
138views more  BMCBI 2008»
15 years 2 months ago
Using neural networks and evolutionary information in decoy discrimination for protein tertiary structure prediction
Background: We present a novel method of protein fold decoy discrimination using machine learning, more specifically using neural networks. Here, decoy discrimination is represent...
Ching-Wai Tan, David T. Jones
153
Voted
JMLR
2010
185views more  JMLR 2010»
14 years 9 months ago
Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers
We introduce a simple order-based greedy heuristic for learning discriminative structure within generative Bayesian network classifiers. We propose two methods for establishing an...
Franz Pernkopf, Jeff A. Bilmes
143
Voted
ICASSP
2011
IEEE
14 years 6 months ago
Maximum margin structure learning of Bayesian network classifiers
Recently, the margin criterion has been successfully used for parameter optimization in graphical models. We introduce maximum margin based structure learning for Bayesian network...
Franz Pernkop, Michael Wohlmay, Manfred Mücke