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» Estimation of Chaotic Probabilities
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TR
2008
81views more  TR 2008»
13 years 8 months ago
The Relationship Between Confidence Intervals for Failure Probabilities and Life Time Quantiles
The failure probability of a product F(t) and the life time quantile tp are commonly used metrics in reliability applications. Confidence intervals are used to quantify the statis...
Yili Hong, William Q. Meeker, Luis A. Escobar
MCS
2005
Springer
14 years 2 months ago
A Probability Model for Combining Ranks
Mixed Group Ranks is a parametric method for combining rank based classiers that is eective for many-class problems. Its parametric structure combines qualities of voting methods...
Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang
ECML
2004
Springer
14 years 2 months ago
Conditional Independence Trees
It has been observed that traditional decision trees produce poor probability estimates. In many applications, however, a probability estimation tree (PET) with accurate probabilit...
Harry Zhang, Jiang Su
CORR
2010
Springer
54views Education» more  CORR 2010»
13 years 5 months ago
Channel Decoding with a Bayesian Equalizer
In this paper we show that, in case of uncertainties during the estimation, overconfident posterior probabilities tend to mislead the performance of soft-decoders. Maximum likeliho...
Luis Salamanca, Juan José Murillo-Fuentes, ...
AIPS
2009
13 years 10 months ago
Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities
When modeling real-world decision-theoretic planning problems in the Markov decision process (MDP) framework, it is often impossible to obtain a completely accurate estimate of tr...
Karina Valdivia Delgado, Scott Sanner, Leliane Nun...