Nonetheless, it may be possible to extract basic patterns and general predictions that could provide useful information for mitigating the effects of climate change on DF occurrences.
Our analysis reveals that a scanning method based on simple counts of the occurrence of the patterns provides predictions that complement existing methods that are based on the geometrical analysis of the protein surface.
Potential areas of extension are the incorporation of additional pattern recognition methods that could then be used to form a support system and provide provenance for identified patterns, e.g. only predictions that are made by a number of systems are more likely to be secondary phenotypes.
In addition, because the strength of parental antagonism will tend to covary with the strength of sexual antagonism (for example, increased polyandry will lead to an intensification of both types of antagonism), it will be necessary to derive fine-grained predictions that distinguish the patterns of imprinting predicted under the kinship and sexual antagonism theories.
But most it is still using traditional machine learning to recognize complex patterns, detect changes and make predictions that directly impact their bottom line".
In the chaos literature, there is a great deal of discussion of various robust or universal patterns and the kinds of predictions that can and cannot be made using chaotic models.
This was consistent with a deficit in pattern completion and thus with the predictions that have been made by computational models (Marr, 1971; McNaughton & Morris, 1987; Hasselmo et al., 1995; Rolls, 1996).
Apart from being able to explain most of the known epidemiological patterns the hypothesis makes many more predictions that are potentially testable.
The goal of this work is to propose a model for image inpainting that operates robustly on irregular hole patterns, and produces semantically meaningful predictions that incorporate smoothly with the rest of the image without the need for any additional post-processing or blending operation".
The consequences of this pathologically high precision are that it will induce autonomous activity (attractor dynamics or central pattern generators) generating somatosensory and proprioceptive predictions that elicit a movement by classical reflex arcs.
