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BMCBI
2010
127views more  BMCBI 2010»
15 years 1 months ago
Deriving enzymatic and taxonomic signatures of metagenomes from short read data
Background: We propose a method for deriving enzymatic signatures from short read metagenomic data of unknown species. The short read data are converted to six pseudo-peptide cand...
Uri Weingart, Erez Persi, Uri Gophna, David Horn
CSL
2010
Springer
15 years 1 months ago
Randomisation and Derandomisation in Descriptive Complexity Theory
We study probabilistic complexity classes and questions of derandomisation from a logical point of view. For each logic L we introduce a new logic BPL, bounded error probabilistic ...
Kord Eickmeyer, Martin Grohe
ISIPTA
2005
IEEE
162views Mathematics» more  ISIPTA 2005»
15 years 7 months ago
Learning from multinomial data: a nonparametric predictive alternative to the Imprecise Dirichlet Model
A new model for learning from multinomial data has recently been developed, giving predictive inferences in the form of lower and upper probabilities for a future observation. Apa...
Frank P. A. Coolen, Thomas Augustin
WSC
2000
15 years 2 months ago
Automatic generation of simulation models from neutral libraries: an example
Researchers at the National Institute of Standards and Technology have proposed the development of neutral libraries of simulation components. The availability of such libraries w...
Young-Jun Son, Albert Jones, Richard A. Wysk
CVPR
2010
IEEE
15 years 9 months ago
Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer
Learning object categories from small samples is a challenging problem, where machine learning tools can in general provide very few guarantees. Exploiting prior knowledge may be ...
Tatiana Tommasi, Francesco Orabona, Barbara Caputo