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101
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NN
2007
Springer
15 years 2 months ago
Robust Bayesian clustering
Cédric Archambeau, Michel Verleysen
114
Voted
NN
2010
Springer
143views Neural Networks» more  NN 2010»
15 years 1 months ago
Of bits and wows: A Bayesian theory of surprise with applications to attention
Pierre Baldi, Laurent Itti
134
Voted
CJ
2010
131views more  CJ 2010»
15 years 1 days ago
Probabilistic Approaches to Estimating the Quality of Information in Military Sensor Networks
an be used to abstract away from the physical reality by describing it as components that exist in discrete states with probabilistically invoked actions that change the state. The...
Duncan Gillies, David Thornley, Chatschik Bisdikia...
125
Voted
EWSN
2008
Springer
16 years 2 months ago
Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks
In this paper3 , we use Bayesian Networks as a means for unsupervised learning and anomaly (event) detection in gas monitoring sensor networks for underground coal mines. We show t...
X. Rosalind Wang, Joseph T. Lizier, Oliver Obst, M...
MINENET
2006
ACM
15 years 8 months ago
Diagnosis of TCP overlay connection failures using bayesian networks
When failures occur in Internet overlay connections today, it is difficult for users to determine the root cause of failure. An overlay connection may require TCP connections bet...
George J. Lee, Lindsey Poole