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JCB
2002
74views more  JCB 2002»
13 years 4 months ago
Using Substitution Matrices to Estimate Probability Distributions for Biological Sequences
Accurately estimating probabilities from observations is important for probabilistic-based approaches to problems in computational biology. In this paper we present a biologically...
Eleazar Eskin, William Stafford Noble, Yoram Singe...
ISIPTA
2003
IEEE
147views Mathematics» more  ISIPTA 2003»
13 years 10 months ago
Reducing Uncertainty by Imprecise Judgements on Probability Distributions: Application to System Reliability
In this paper the judgement consisting in choosing a function that is believed to dominate the true probability distribution of a continuous random variable is explored. This kind...
Igor Kozine, V. Krymsky
ESA
2009
Springer
94views Algorithms» more  ESA 2009»
13 years 11 months ago
Shape Fitting on Point Sets with Probability Distributions
We consider problems on data sets where each data point has uncertainty described by an individual probability distribution. We develop several frameworks and algorithms for calcul...
Maarten Löffler, Jeff M. Phillips
ICDM
2006
IEEE
158views Data Mining» more  ICDM 2006»
13 years 11 months ago
A Probability Distribution Of Functional Random Variable With A Functional Data Analysis Application
Probability distributions are central tools for probabilistic modeling in data mining, and they lack in functional data analysis (FDA). In this paper we propose a probability dist...
Etienne Cuvelier, Monique Noirhomme-Fraiture
GECCO
2005
Springer
136views Optimization» more  GECCO 2005»
13 years 10 months ago
On the stationary distribution of GAs with fixed crossover probability
We analyse the convergence of a GA when the mutation probability is low and the selection pressure is high, for arbitrary crossover types and probabilities. We succeed in mathemat...
U. Chandimal de Silva, Joe Suzuki