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The ambition to define a good probability measure for state descriptions was one of the motivations for Solomonoff (1960 , 1997 to develop algorithmic information theory.
One view within the bioinformatics community is that biological scientists need to develop algorithmic skills to meet the demands of the new technologies.
At launch, Tynker's iPad app includes more than 130 puzzles, which aim to help kids understand how to recognize patterns, develop algorithmic thinking and computer drawing skills, debug programs and how to break down a problem into smaller, sequential steps.
The goal in event diagnosis is to develop algorithmic procedures for deducing the occurrence of unobservable events, based on a formal model of the system and on-line observations of its behavior.
These are the same images that were used to develop algorithmic identifications of grass pollen by Mander et al. (2013).
Nevertheless, many interactions are still unknown, and given the significant amount of resources needed for in situ experimentation, it is necessary to develop algorithmic methodologies allowing the prediction of new and significant relationships among elements interacting at the process level.
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Yet instead of using its vast resources to promote media literacy, or encouraging users to think critically and identify potential problems with what they read and share, Facebook is relying on developing algorithmic solutions that can rate the trustworthiness of content.
For this reason, we now state it formally and present newly developed algorithmic solution approaches.
The well-known problem of inventory routing problem (IRP) is an appropriate variant that meets this idea; (2) since the medium and large-scale problems cannot efficiently obtain exact solution, developing algorithmic approaches for the model is necessary; (3) applying fuzzy random theory for defining ambiguous and stochastic data of time windows are other capable areas for future research.
The advances in high-throughput omics technologies require developing algorithmic techniques for the analysis of large-scale biological networks.
ML's ability to increase prediction versatility is a promising step towards developing algorithmic, knowledge-based, personalized prediction of post-traumatic psychopathology.
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