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» Probabilistic model of triangulation
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NIPS
2001
15 years 20 days ago
Latent Dirichlet Allocation
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian m...
David M. Blei, Andrew Y. Ng, Michael I. Jordan
ICNP
2007
IEEE
15 years 5 months ago
A Probabilistic Coverage Protocol for Wireless Sensor Networks
—We propose a new probabilistic coverage protocol (denoted by PCP) that considers probabilistic sensing models. PCP is fairly general and can be used with different sensing model...
Mohamed Hefeeda, Hossein Ahmadi
JCS
2006
157views more  JCS 2006»
14 years 11 months ago
Analysis of probabilistic contract signing
We present three case studies, investigating the use of probabilistic model checking to automatically analyse properties of probabilistic contract signing protocols. We use the pr...
Gethin Norman, Vitaly Shmatikov
ECSQARU
2005
Springer
15 years 4 months ago
Type Uncertainty in Ontologically-Grounded Qualitative Probabilistic Matching
This paper is part of a project to match real-world descriptions of instances of objects to models of objects. We use a rich ontology to describe s and models at multiple levels of...
David Poole, Clinton Smyth