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» When Can Limited Randomness Be Used in Repeated Games
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114
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BMCBI
2005
115views more  BMCBI 2005»
15 years 17 days ago
Statistical distributions of optimal global alignment scores of random protein sequences
Background: The inference of homology from statistically significant sequence similarity is a central issue in sequence alignments. So far the statistical distribution function un...
Hongxia Pang, Jiaowei Tang, Su-Shing Chen, Shiheng...
109
Voted
SIGKDD
2010
128views more  SIGKDD 2010»
14 years 7 months ago
On cross-validation and stacking: building seemingly predictive models on random data
A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
Claudia Perlich, Grzegorz Swirszcz
99
Voted
IJCAI
2007
15 years 2 months ago
Argumentation Based Contract Monitoring in Uncertain Domains
Few existing argumentation frameworks are designed to deal with probabilistic knowledge, and none are designed to represent possibilistic knowledge, making them unsuitable for man...
Nir Oren, Timothy J. Norman, Alun D. Preece
UAI
2008
15 years 2 months ago
A Game-Theoretic Analysis of Updating Sets of Probabilities
We consider how an agent should update her uncertainty when it is represented by a set P of probability distributions and the agent observes that a random variable X takes on valu...
Peter Grünwald, Joseph Y. Halpern
125
Voted
GLOBECOM
2009
IEEE
15 years 7 months ago
Reusable Set Constructions Using Randomized Dissolvent Templates for Biometric Security
—The emerging biometric cryptography has gained significant interests for key management and privacy protection, but the previously proposed schemes using set metrics for finge...
Jinyang Shi, Kwok-Yan Lam, Ming Gu, Husheng Li