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» Adversarial Sequence Prediction
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ALT
2005
Springer
14 years 5 months ago
Monotone Conditional Complexity Bounds on Future Prediction Errors
We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor M from the true ...
Alexey V. Chernov, Marcus Hutter
DAGSTUHL
2006
13 years 10 months ago
Complexity Monotone in Conditions and Future Prediction Errors
We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor M from the true dis...
Alexey V. Chernov, Marcus Hutter, Jürgen Schm...
BMCBI
2005
96views more  BMCBI 2005»
13 years 8 months ago
Evaluating eukaryotic secreted protein prediction
Background: Improvements in protein sequence annotation and an increase in the number of annotated protein databases has fueled development of an increasing number of software too...
Eric W. Klee, Lynda B. M. Ellis
CADE
2001
Springer
14 years 9 months ago
Context Trees
Context trees are a popular and effective tool for tasks such as compression, sequential prediction, and language modeling. We present an algebraic perspective of context trees for...
Harald Ganzinger, Robert Nieuwenhuis, Pilar Nivela
BMCBI
2010
103views more  BMCBI 2010»
13 years 9 months ago
Predicting the protein-protein interactions using primary structures with predicted protein surface
Background: Many biological functions involve various protein-protein interactions (PPIs). Elucidating such interactions is crucial for understanding general principles of cellula...
Darby Tien-Hao Chang, Yu-Tang Syu, Po-Chang Lin