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» Models for Incomplete and Probabilistic Information
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SIGMETRICS
2008
ACM
161views Hardware» more  SIGMETRICS 2008»
14 years 11 months ago
Analysis of a gossip protocol in PRISM
Gossip protocols have been proposed as a robust and efficient method for disseminating information throughout dynamically changing networks. We present an analysis of a gossip pro...
Marta Z. Kwiatkowska, Gethin Norman, David Parker
109
Voted
KDD
2012
ACM
188views Data Mining» more  KDD 2012»
13 years 1 months ago
A probabilistic model for multimodal hash function learning
In recent years, both hashing-based similarity search and multimodal similarity search have aroused much research interest in the data mining and other communities. While hashing-...
Yi Zhen, Dit-Yan Yeung
UAI
1998
15 years 13 days ago
The Bayesian Structural EM Algorithm
In recent years there has been a flurry of works on learning Bayesian networks from data. One of the hard problems in this area is how to effectively learn the structure of a beli...
Nir Friedman
RECOMB
2003
Springer
15 years 11 months ago
An integrated probabilistic model for functional prediction of proteins
We develop an integrated probabilistic model to combine protein physical interactions, genetic interactions, highly correlated gene expression network, protein complex data, and d...
Minghua Deng, Ting Chen, Fengzhu Sun
ALDT
2011
Springer
200views Algorithms» more  ALDT 2011»
13 years 11 months ago
Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs
A variety of preference aggregation schemes and voting rules have been developed in social choice to support group decision making. However, the requirement that participants provi...
Tyler Lu, Craig Boutilier