Exact(2)
This paper presents a comprehensive survey of existing space-time representations of people based on 3D skeletal data, and provides an informative categorization and analysis of these methods from the perspectives, including information modality, representation encoding, structure and transition, and feature engineering.
However, we believe that the set of phenotypes manually curated by an expert provides a more informative categorization, since it (i) involves additional knowledge not reflected in the brief disease annotations; and (ii) is based on well-defined clinical terms and thus is more accessible and relevant for clinical research community.
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The goal of our experiments was to determine whether monkeys learn to use informative fragments in categorization.
Two previous human studies, Harel et al [25] and Lerner et al [10], have examined the extent to which informative fragments support categorization of objects into familiar categories.
Following these approaches, differential gene content between strains is thought to subdivide E.coli into ecological classes that may be more biologically informative than traditional phylogenetic categorization based for example on Multi-Locus Sequence Typing (MLST).
Is information always informative?
Exclude the categorization information.
We trained the subjects in novel categories using whole objects and tested the categorization performance using informative and uninformative fragments.
Our result that fragment-learning accompanies category learning is significant, because it straightforwardly links category learning with categorization, in that informative fragments play a role in both.
Categorization of race with ancestry informative markers in WIHS may provide a more accurate assessment of race from a genetic perspective and is planned for the future.
This establishes awake, behaving monkeys as a useful system for future neurophysiological studies not only of informative fragments in particular, but also of object categorization and category learning in general.
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