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Initialize the search parameters as ϕ = − 180 and σ = σ 1.
The relatively darker eye and mouth regions cause dips in the histograms and the corresponding bands are used to initialize the search for the eyes and mouth.
Once a few facial components are detected, e.g., the eyes and mouth, geometry information can be used to initialize the search for the remaining ones in a reduced search area.
Even if the participant is searching for a particular letter, the informativeness of the dynamic onset of the items to initialize the search task might result in an attentional control setting for not only the letter target, but for dynamic events as well.
To initialize the search space for potential shift values, we computed the distributions of column scores for correctly aligned columns in all related domains in CDD and for all pairs of columns in a sampling of unrelated domains.
We also demonstrate that using domain knowledge to initialize the search for gene-gene interactions results in a large performance increase, especially when the search space is larger than the search coverage.
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Ersi and Zelek [60] conjectured that facial components must have higher entropy as compared to the rest of the face, and they initialized the search regions with a high entropy threshold.
We found that this approach works very well for the purpose of initializing the search.
We employed an alternative tree-based crossover, backpropagation for locally fitting neural network weights, and incorporation of domain knowledge obtainable from publicly accessible biological databases for initializing the search for gene-gene interactions.
To initialize the beam search, DREME computes the significance of each word (no wildcards) of length three to eight that occurs in the positive sequences.
For initializing the bisection search interval,, we exploit the fact that the subgradient of the dual function can be analytically computed.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com