A good synthetic dataset should reproduce empirically-observed features of actual alignments, including gap (indel) structures and local correlations between nucleotides, both of which locally deplete the information content of an alignment and can elevate false-positive rates.
By being sparsely connected CNNs view and learn local correlations.
Then, local correlations were established between dynamic and static measurements.
This non-random structure is due to crystallographically imposed local correlations among boundaries.
This emphasizes the importance of using local correlations to estimate rock mechanical properties.
This is a novel manifestation of collective phenomena in quantum many-body systems: whereas local correlations are typically influenced by local parameters, near a critical point, local correlations are influenced by all the parameters in the system.
The SOM feature map allowed us to analyze the global and local correlations between causal factors and powder characteristics.
Unfortunately, the developed neural networks correlations are often limited, and global correlations are usually less accurate compared to local correlations.
The spatial uncertainty can be modeled as a Gaussian process, which tends to vary across the region of interest, and yet often has local correlations.
As first shown by JS Bell, nonlocality is witnessed by the violation of some inequalities which local correlations have to fulfill [41].
Short-range dependence (local correlations) can lead to effects that look like long-range processes are at work (Karagiannis, Faloutsos, & Riedl, 2002; Wagenmakers, Farrell & Ratcliff, 2005).
