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This model is flexible in that Γ can be specified to capture virtually any form of interdependence among the edges in the networks, as well as dependence of the edges on exogenous features.
Fully labeled extracts have also been applied to the differentiation of biogenic and exogenous features in LC MS data.
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Although using a transfer knowledge framework, and not exogenous interaction features like we do, the authors also agree that integrating social theory in the prediction framework can greatly improve results.
The model is tested using an instrumental variables approach that takes advantage of the relationship between market accessibility and exogenous geographic features of the landscape as well as spatial data derived from a unique global dataset characterizing country-level market accessibility distributions.
These features give exogenous delivery of hIL-7 the potential to improve the HIS mouse model.
The hypothesized structural model featured one exogenous variable (SciComm productivity) and four endogenous variables (SciComm SE, interest, OEs, and intention to remain in a research career).
As far as the exogenous variables are concerned, the features of the environment identified as influential for the supply chain include technology, credit access, and membership in trade associations.
The study proposes a set of four ARX model (autoregressive model with exogenous input) based damage sensitive features (DSFs) for structural damage detection and localization using the dynamic responses of structures, where the information regarding the input excitation may not be available.
Patients with proven ACTH-independent hypercortisolism but normal adrenal imaging studies should undergo screening for exogenous glucocorticoids, assessment for other features of Carney's complex, and possibly genetic testing for PRKAR1A mutations.
Although these cell lines have different origins, tissue types, cell types and molecular features (table 1), exogenous IGF-I increased the activities of caspase 3/7, 8 and 9 in all of these cell lines and it appear that the IGF-I receptor is involved in caspase activation and the caspase activation does not result in cell death.
We extend the existing Laplacian SVM and present (S^3VM-R), by adding a regularization term to exploit exogenous information embedded in our feature space in favor of the task at hand.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com