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Unique information about healthy and diseased brains is inferred using many types of experiments and analyses.

The directional inequality of the noise component is inferred using the SR of all edge blocks.

The one-variable-one-network (OVON) architecture decomposes the problem in the variable dimension univariate temporal patterns, called sub-states, are first identified in each variable; subsequently, the process state is inferred using the variable sub-states.

The modulation process of the neutral layer by gravity waves differs from that of ionized layers, and the propagation direction of the gravity wave is inferred using the difference between those mechanisms.

In phase one, sparseness is inferred using the learned weights of the sparse autoencoder, and IGMRF parameters are computed based on the current estimate of disparity map, while in the second phase, the disparity map is refined by minimizing the energy function with other parameters fixed.

The network structure is inferred using Gaussian distributions with a Normal-Wishart prior [ 20].

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Lake acidity was inferred using a diatom inference model.

Phylogeny was inferred using both Maximum parsimony and Bayesian inference.

The evolutionary history was inferred using the Neighbor-Joining method.

Parentage was inferred using 17 microsatellite DNA loci.

Based on these alignments phylogenetic trees were inferred using Bayesian Inference and Maximum Likelihood methods.

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