299 search results - page 7 / 60 » A Probabilistic Approach to Predict Peers |
126
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ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
In this paper, we propose a probabilistic kernel approach to preference learning based on Gaussian processes. A new likelihood function is proposed to capture the preference relat...
177
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FMOODS
2007
2007
A Probabilistic Formal Analysis Approach to Cross Layer Optimization in Distributed Embedded Systems
15 years 5 months ago
We present a novel approach, based on probabilistic formal methods, to developing cross-layer resource optimization policies for resource limited distributed systems. One objective...
129
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RECOMB
2008
Springer
16 years 4 months ago
2008
Springer
The protein inference problem represents a major challenge in shotgun proteomics. Here we describe a novel Bayesian approach to address this challenge that incorporates the predict...
134
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TASLP
2011
14 years 11 months ago
2011
Abstract—A probabilistic kernel approach to pairwise preference learning based on Gaussian processes is applied to predict preference judgments for sound quality degradation mech...
140
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WEBDB
2005
Springer
15 years 9 months ago
2005
Springer
Efficient query processing in P2P-based Web integration systems poses a variety of challenges resulting from the strict decentralization and limited knowledge. As a special probl...