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However, most real-world networks are better visualized in the form of multiple types of relationships rather than on a single one.
The presence of multiple types of relationships modifies inter-firm dynamics, creating a space where traditional innovation activities take place in an unusual way.
These findings suggest the potential usefulness of considering multiple types of relationships between SMMY and NPAs when designing intervention and prevention efforts.
But neither is a graph, since Figure 2b contains non-pairwise relationships and Figure 2a contains multiple types of relationships while both contain multiple types of nodes.
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The data collection: (1) covers both researchers' in-progress and completed collaborative outputs, (2) yields a rating from the researchers on the importance of a relationship to them and (3) obtains multiple types of relationship ties between researchers allowing for the comparison of multiple networks.
If the alliance is sustained by multiple types of symbiotic collaboration, the beneficial relationships can compensate for the damaging relationships.
Results: We propose a first machine learning approach to integrate multiple types of DTIs and predict unknown drug-target relationships or drug modes of action.
The major problem in the identification of therapeutic approaches for the treatment of multiple myeloma is the complex relationship between the multiple types of cells distributed throughout the bone marrow microenvironment, which is almost impossible to recreate in vitro.
In contrast to previous approaches, we examined the pathway organization in yeast in terms of the protein relationship scored by multiple types of biological evidence and discovered 195 biological pathways, which covers 16 685 physical interactions, 890 synthetic lethal interactions and 1407 DDIs involving 1617 yeast genes/proteins.
Many recent studies have produced multiple types of data, which provides an opportunity to mine the relationships among them to predict drug targets.
It cannot be used to integrate multiple matrices for multiple types of variables together with prior knowledge such as networks that represent relationships among variables of the same type and/or between different types.
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CEO of Professional Science Editing for Scientists @ prosciediting.com