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» Connectivity of a Gaussian network
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MOBIHOC
2003
ACM
15 years 11 months ago
Localization from mere connectivity
It is often useful to know the geographic positions of nodes in a communications network, but adding GPS receivers or other sophisticated sensors to every node can be expensive. W...
Yi Shang, Wheeler Ruml, Ying Zhang, Markus P. J. F...
ICANNGA
2007
Springer
141views Algorithms» more  ICANNGA 2007»
15 years 6 months ago
Estimates of Approximation Rates by Gaussian Radial-Basis Functions
Rates of approximation by networks with Gaussian RBFs with varying widths are investigated. For certain smooth functions, upper bounds are derived in terms of a Sobolev-equivalent ...
Paul C. Kainen, Vera Kurková, Marcello Sang...
DAM
2002
120views more  DAM 2002»
14 years 11 months ago
Connectivity and fault-tolerance of hyperdigraphs
Directed hypergraphs are used to model networks whose nodes are connected by directed buses. We study in this paper two parameters related to the fault-tolerance of directed bus n...
Daniela Ferrero, Carles Padró
SIGMETRICS
2006
ACM
15 years 5 months ago
Robust network connectivity: when it's the big picture that matters
This work analyzes the connectivity of large diameter networks where every link has an independent probability p of failure. We give a (relatively simple) topological condition th...
Enoch Peserico, Larry Rudolph
RSFDGRC
2005
Springer
208views Data Mining» more  RSFDGRC 2005»
15 years 5 months ago
On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks
Abstract. In this paper, we revisit the consensus of computational complexity on exact inference in Bayesian networks. We point out that even in singly connected Bayesian networks,...
Dan Wu, Cory J. Butz