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"It appears to be a very complicated mixture of networks that are fighting the Syrian government, including individuals associated with Al Qaeda in Iraq," said Seth G.
The ratio of nonsynonymous to synonymous changes was calculated and some patients (6.9%) showed a mixture of networks under strong negative and positive selection.
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This mixture of network size and complexity is sufficient to hide the key pathways, which define the response of the metabolic network to external stimuli.
A genetic algorithm is utilized to find the best mixture of neural networks, the topology of individual networks in the ensemble, and to determine the features set.
The discovery that mixtures of network-forming inorganic species and surfactants self-assemble into mesostructured materials has considerably broadened synthesis strategies.
As a proof of concept, we presented some results indicating its ability to correctly classify simulated networks from random graph models as well creating a reasonable taxonomy for a diverse mixture of empirical networks.
An on-line reinforcement learning system that adapts to environmental changes using a mixture of Bayesian networks is described.
The model uses a mixture of experts network for the critic and a hierarchical network with two levels for the actor.
We evaluate the performance of a heterogeneous mixture of neural network algorithms for predicting the exchange-traded fund DIA.
For individual credit, Desai et al. 1996 used a multi-layer perceptron neural network (i.e., a mixture of expert neural networks) for individual credit and found that neural network models outperform linear discriminant analysis and logistic regression models.
The present work compares three neural network architectures for modelling reaction kinetics in biological systems: the Mixture of Experts (ME) network, the Backpropagation (BP) network and the Radial Basis Function (RBF) network.
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