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PODS
2007
ACM
139views Database» more  PODS 2007»
14 years 7 months ago
Management of probabilistic data: foundations and challenges
Many applications today need to manage large data sets with uncertainties. In this paper we describe the foundations of managing data where the uncertainties are quantified as pro...
Nilesh N. Dalvi, Dan Suciu
ALT
2005
Springer
14 years 4 months ago
Learnability of Probabilistic Automata via Oracles
Efficient learnability using the state merging algorithm is known for a subclass of probabilistic automata termed µ-distinguishable. In this paper, we prove that state merging alg...
Omri Guttman, S. V. N. Vishwanathan, Robert C. Wil...
CP
2007
Springer
14 years 1 months ago
Boosting Probabilistic Choice Operators
Probabilistic Choice Operators (PCOs) are convenient tools to model uncertainty in CP. They are useful to implement randomized algorithms and stochastic processes in the concurrent...
Matthieu Petit, Arnaud Gotlieb
LCN
2005
IEEE
14 years 1 months ago
Probabilistic Coverage in Wireless Sensor Networks
— The sensing capabilities of networked sensors are affected by environmental factors in real deployment and it is imperative to have practical considerations at the design stage...
Nadeem Ahmed, Salil S. Kanhere, Sanjay Jha
WDAG
2000
Springer
87views Algorithms» more  WDAG 2000»
13 years 11 months ago
A Probabilistically Correct Leader Election Protocol for Large Groups
This paper presents a scalable leader election protocol for large process groups with a weak membership requirement. The underlying network is assumed to be unreliable but characte...
Indranil Gupta, Robbert van Renesse, Kenneth P. Bi...