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» Exploiting Data Missingness in Bayesian Network Modeling
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CORR
2006
Springer
114views Education» more  CORR 2006»
14 years 11 months ago
Peer to Peer Networks for Defense Against Internet Worms
Abstract-- Internet worms, which spread in computer networks without human mediation, pose a severe threat to computer systems today. The rate of propagation of worms has been meas...
Srinivas Shakkottai, R. Srikant
100
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BMCBI
2007
157views more  BMCBI 2007»
14 years 11 months ago
Constructing gene co-expression networks and predicting functions of unknown genes by random matrix theory
Background: Large-scale sequencing of entire genomes has ushered in a new age in biology. One of the next grand challenges is to dissect the cellular networks consisting of many i...
Feng Luo, Yunfeng Yang, Jianxin Zhong, Haichun Gao...
95
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NN
2008
Springer
150views Neural Networks» more  NN 2008»
14 years 11 months ago
Neural network based pattern matching and spike detection tools and services - in the CARMEN neuroinformatics project
In the study of information flow in the nervous system, component processes can be investigated using a range of electrophysiological and imaging techniques. Although data is diff...
Martyn Fletcher, Bojian Liang, Leslie Smith, Alast...
118
Voted
CORR
2010
Springer
228views Education» more  CORR 2010»
14 years 9 months ago
Sparse Inverse Covariance Selection via Alternating Linearization Methods
Gaussian graphical models are of great interest in statistical learning. Because the conditional independencies between different nodes correspond to zero entries in the inverse c...
Katya Scheinberg, Shiqian Ma, Donald Goldfarb
107
Voted
AUSAI
2008
Springer
15 years 27 days ago
Character Recognition Using Hierarchical Vector Quantization and Temporal Pooling
In recent years, there has been a cross-fertilization of ideas between computational neuroscience models of the operation of the neocortex and artificial intelligence models of mac...
John Thornton, Jolon Faichney, Michael Blumenstein...