Generally the class label is either 'true' or 'false' for a gene-function pair, although in some models an intermediate classifier is also trained to assign a label of 'sharing function' or 'not sharing function' for a pair of two genes [22], [23].
In this representation, nodes correspond to genes or proteins and the edges are weighted according to the evidence implied by a given data source for shared function of the connected nodes.
All of that means Facebook users are already in the habit of sharing their personal details and activities with other users on the site by default, and only opting out of the sharing functions for certain actions they want to keep private, says David McClure, an adviser to start-ups and guest lecturer at Stanford who teaches a class on Facebook.
To resolve this issue, we focus on identifying shared functions for the IDH mutations in cancer, and ruling out functions that are not shared, for a panel of eight glioma-derived IDH mutants.
Although Lrig1 has been proposed to act through ErbB in the skin, whereas Lrig3 does not seem to function through NRG signaling in the inner ear, our results do not rule out shared functions for Lrig1 and Lrig3 in other tissues.
The TRANSFoRm software ecosystem is comprised of a set of generic middleware components that provide essential shared functions for the LHS applications built in TRANSFoRm, namely, secure data transport, authentication, semantic mediation, and data provenance (with respect to processing of data within TRANSFoRm).
YouTube has built-in sharing functions for most of the major social networks.
When GO Biological process annotations are made based on evidences from experimental validations, such proteins tend to conserve and share functions with higher probability for pairs with high sequence identity as compared to pairs with remote sequence similarity.
The app's easy-to-use filters lend all kinds of photographic effects to images with the touch of a button, and the social sharing function makes for a fun way to share your creations with friends or the greater amateur photographer community.
In order to solve the problem of frequent exchange of cooperative information in existing cooperative learning algorithms, a task scheduling algorithm based on Q-learning and shared value function for WSNs, QS is proposed.
In order to maintain good functional specificity for shared functions, without reducing the population of the resulting groups to a trivial number, groups were defined by the lowest internal node that achieved the minimum size threshold.
