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UAI
1996
15 years 9 months ago
Learning Equivalence Classes of Bayesian Network Structures
Two Bayesian-network structures are said to be equivalent if the set of distributions that can be represented with one of those structures is identical to the set of distributions...
David Maxwell Chickering
BIOCOMP
2009
15 years 8 months ago
Evolution of Domain Compositions in the Metabolic Networks of Human and Escherichia Coli
It is widely recognized that complexity of metabolic networks arises from duplication, recruitment and recombination of enzyme protein domains. However, variations of the domain ev...
Chen-Hsiang Yeang, Nils Baas
CEC
2008
IEEE
15 years 7 months ago
Regulation of gene regulation - smooth binding with dynamic affinity affects evolvability
Abstract-- Understanding the evolvability of simple differentiating multicellular systems is a fundamental problem in the biology of genetic regulatory networks and in computationa...
Johannes F. Knabe, Chrystopher L. Nehaniv, Maria J...
CORR
2006
Springer
94views Education» more  CORR 2006»
15 years 7 months ago
Fitness Uniform Optimization
Abstract-- In evolutionary algorithms, the fitness of a population increases with time by mutating and recombining individuals and by a biased selection of more fit individuals. Th...
Marcus Hutter, Shane Legg
ENTCS
2006
117views more  ENTCS 2006»
15 years 7 months ago
Monadic Second-Order Logic and Transitive Closure Logics over Trees
Model theoretic syntax is concerned with studying the descriptive complexity of grammar formalisms for natural languages by defining their derivation trees in suitable logical for...
Hans-Jörg Tiede, Stephan Kepser