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» Statistical Models of Conditioning
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126
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RECOMB
2000
Springer
15 years 7 months ago
Using Bayesian networks to analyze expression data
DNA hybridization arrays simultaneously measure the expression level for thousands of genes. These measurements provide a "snapshot" of transcription levels within the c...
Nir Friedman, Michal Linial, Iftach Nachman, Dana ...
137
Voted
ICCAD
2005
IEEE
114views Hardware» more  ICCAD 2005»
16 years 16 days ago
Statistical timing analysis with two-sided constraints
Based on a timing yield model, a statistical static timing analysis technique is proposed. This technique preserves existing methodology by selecting a “device file setting” ...
Khaled R. Heloue, Farid N. Najm
126
Voted
PRDC
2000
IEEE
15 years 7 months ago
Statistical non-parametric algorithms to estimate the optimal software rejuvenation schedule
In this paper, we extend the classical result by Huang, Kintala, Kolettis and Fulton (1995), and in addition propose a modified stochastic model to determine the software rejuvena...
Tadashi Dohi, Katerina Goseva-Popstojanova, Kishor...
136
Voted
RAS
2002
117views more  RAS 2002»
15 years 3 months ago
Statistical environment representation for navigation in natural environments
In this paper we present a novel approach to mobile robot navigation based on environment representation by statistical models. Natural unstructured scenes are interpreted as real...
Stefan Rolfes, Maria-João Rendas
106
Voted
COLING
2010
14 years 10 months ago
Log-linear weight optimisation via Bayesian Adaptation in Statistical Machine Translation
We present an adaptation technique for statistical machine translation, which applies the well-known Bayesian learning paradigm for adapting the model parameters. Since state-of-t...
Germán Sanchis-Trilles, Francisco Casacuber...