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BMCBI
2010
113views more  BMCBI 2010»
13 years 9 months ago
Probabilistic Principal Component Analysis for Metabolomic Data
Background: Data from metabolomic studies are typically complex and high-dimensional. Principal component analysis (PCA) is currently the most widely used statistical technique fo...
Gift Nyamundanda, Lorraine Brennan, Isobel Claire ...
CVPR
2004
IEEE
15 years 7 days ago
Probabilistic Expression Analysis on Manifolds
In this paper, we propose a probabilistic videobased facial expression recognition method on manifolds. The concept of the manifold of facial expression is based on the observatio...
Ya Chang, Changbo Hu, Matthew Turk
LICS
1998
IEEE
14 years 1 months ago
Compositional Analysis of Expected Delays in Networks of Probabilistic I/O Automata
Probabilistic I/O automata (PIOA) constitute a model for distributed or concurrent systems that incorporates a notion of probabilistic choice. The PIOA model provides a notion of ...
Eugene W. Stark, Scott A. Smolka
IJNSEC
2008
190views more  IJNSEC 2008»
13 years 10 months ago
Probabilistic Analysis and Verification of the ASW Protocol using PRISM
The ASW protocol is one of the prominent optimistic fair exchange protocols that is used for contract signing between two participants, the originator and the responder, with the ...
Salekul Islam, Mohammad Abu Zaid
FOSSACS
2004
Springer
14 years 3 months ago
Probabilistic Bisimulation and Equivalence for Security Analysis of Network Protocols
Abstract. Using a probabilistic polynomial-time process calculus designed for specifying security properties as observational equivalences, we develop a form of bisimulation that j...
Ajith Ramanathan, John C. Mitchell, Andre Scedrov,...