The temporal evolution of network structures is examined with a fused penalty term to encode relationship between adjacent time points in [ 18].
The application returns to the user both the encoded relationship between the concepts extracted from the OWL code for example, where pregnancy-induced hypertension is a KIND-OF hypertension complicating pregnancy and the ontology-based metadata for each term in the selected databases.
A workhorse data structure encoding the relationship between π and Γ is the breakpoint graph ([ 13]), denoted by B and defined as the edge-disjoint union a of a and a, where adjacencies of Γ will be colored red).
Bayesian belief networks, a form of graphical probabilistic models encoding dependence relationships among interacting variables as probability distributions, offer a promising computational strategy for elucidating hidden inputs into nitric oxide regulation [10], [11].
Queries such as 'list the genes that are associated with cancer and are involved in signal transduction' demonstrate the value of encoding semantic relationships.
As the KW space was constructed without encoding TREATS relationships, we evaluated the ability of discovery-by-analogy in this space to recover drugs in our evaluation set that occurred in TREATS relationships with 1,272 UMLS concepts of the semantic type "neop".
The BiFold framework describes a general approach to produce a low-dimensional embedding from a data matrix, where that matrix encodes the relationship between two classes of objects.
The ability to track the relationality of concepts, i.e., their capacity to encode a relationship between entities, is one of the core semantic abilities humans possess.
Here we show that both the lexicons of human languages and individual speakers encode the relationship between linguistic and conceptual complexity.
