34 search results - page 1 / 7 » Bayesian Detection in Bounded Height Tree Networks |
85
Voted
DCC
2007
IEEE
15 years 10 months ago
2007
IEEE
We study the detection performance of large scale sensor networks, configured as trees with bounded height, in which information is progressively compressed as it moves towards th...
74
Voted
TSP
2008
14 years 10 months ago
2008
We consider the problem of decentralized detection in failure-prone tree networks with bounded height. Specifically, we study and contrast the impact on the detection performance o...
79
Voted
CORR
2008
Springer
14 years 11 months ago
2008
Springer
We consider the problem of decentralized detection in a network consisting of a large number of nodes arranged as a tree of bounded height, under the assumption of conditionally in...
129
Voted
UAI
2008
15 years 10 days ago
2008
Numerous temporal inference tasks such as fault monitoring and anomaly detection exhibit a persistence property: for example, if something breaks, it stays broken until an interve...
91
Voted
NIPS
2008
15 years 10 days ago
2008
With the increased availability of data for complex domains, it is desirable to learn Bayesian network structures that are sufficiently expressive for generalization while at the ...