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At the heart of IPL was a highly flexible data structure that they called a list.
All these coding levels are organized into a quadtree-shaped arrangement that allows highly flexible data representation; however, they involve a very high computational complexity.
These contradictory requirements are reflected by the design principles of existing software solutions: programs for routine application are barely extensible or modifiable by the user and the complexity of highly flexible data processing tools for research purposes hampers the application of new methods to larger data volumes.
In the latter case, a focus on developing a dynamic, highly flexible data collection facility is needed.
As cancer research develops rapidly, it is essential to ensure highly flexible data classification so that labels do not paralyze the emergence of new concepts.
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Underpinning Asana is a highly-flexible data model constructed entirely around managing tasks.
As PBNs are highly flexible for data integration and as there exist a number of computational tools for PBN analysis, PBN is a suitable modelling approach to integrate information and derive knowledge from omic scale data which should in turn facilitate a physician's decision-making process in clinic.
As a feature-rich framework, one of its focal points is the highly flexible and extensible data model, which allows the incorporation of a wide range of existing biological data with the ability to easily add new data types.
Due to a highly flexible database structure, new data can be entered easily and is readily available via the web-interface [ 22].
As the size of networks and amount of attribute data increase, highly flexible and scalable search solutions become a necessity.
The highly flexible model structure of methods in data mining and machine learning results in models that are often difficult to interpret.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com