The abstracts of data sets (GDSes) from GEO were scored using LSA (using a default 670 dimensions), and the top 100 experiments were then manually evaluated to determine if experiment pairs are indeed similar (same tissue and condition).
Scientists face the task of uniting the abstract world of data and the physical world through visual representation.
Domain monitoring techniques provide an abstract set of data, compared to the detailed, low level output of a VM introspection tool.
A different class of approaches for parser generation, use an Interface Description Language (IDL) that allows users to describe abstract structures of data using the IDL's type system.
A pseudonymization concept describes a more or less abstract separation of data into different pools, potentially combined with specifications of valid data flows and implementation constraints.
Abstracts of unpublished data were not excluded; authors were approached for additional information.
Considering bias across studies, we feel that a publication bias seems unlikely since both negative and positive outcomes in studies on accumulation have news value, and we included two abstracts of unpublished data.
The concept of visualization is not limited to modeling physical objects but can extend to the representation of abstract data sets of the type obtained from simulation programs used in performance assessment or from Computation Fluid Dynamics (CFD) applications.
Themes were then sorted into representative categories, the content was abstracted, the amount of data was further reduced and redundancies were deleted.
