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AMAI
2008
Springer
15 years 7 months ago
Bayesian learning of Bayesian networks with informative priors
This paper presents and evaluates an approach to Bayesian model averaging where the models are Bayesian nets (BNs). Prior distributions are defined using stochastic logic programs...
Nicos Angelopoulos, James Cussens
BC
2007
77views more  BC 2007»
15 years 7 months ago
Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems
Many perceptual and cognitive processes, like decision-making and bistable perception, involve multistable phenomena under the influence of noise. The role of noise in a multistab...
Gustavo Deco, Daniel Martí
BIB
2007
99views more  BIB 2007»
15 years 7 months ago
Towards a calculus of biomolecular complexes at equilibrium
An overview is presented of the construction and use of algebraic partition functions to represent the equilibrium statistical mechanics of multimolecular complexes and their acti...
Eric Mjolsness
CCR
2008
86views more  CCR 2008»
15 years 6 months ago
An Integrated Model of Traffic, Geography and Economy in the Internet
Modeling Internet growth is important both for understanding the current network and to predict and improve its future. To date, Internet models have typically attempted to explai...
Petter Holme, Josh Karlin, Stephanie Forrest
CORR
2008
Springer
109views Education» more  CORR 2008»
15 years 6 months ago
A Generic Top-Down Dynamic-Programming Approach to Prefix-Free Coding
Given a probability distribution over a set of n words to be transmitted, the Huffman Coding problem is to find a minimal-cost prefix free code for transmitting those words. The b...
Mordecai Golin, Xiaoming Xu, Jiajin Yu