This can be a set of proteins associated with a certain disease, involved in specific pathways, sharing other biological properties or transcripts that are differentially expressed in a condition of interest.
Formally, let w = { w1,…, w Q } be a set of weights associated with Q learners.
Let D = { X1, T1),…, (X n, T n ), X i ∈ I, T i ∈ W} be a set of images associated with the annotated terms, where X i is an image, T i = { t1,…, t m i } is a set of terms associated with the image, and I, W stand for the whole set of images and terms, respectively.
Lemma 2 Let be a set of κ values, associated as above to a complete set of coset representatives of J ( Q ) / 2 J ( Q ).
where indicates the coefficients of the set carrying the bit, and is a set from associated to the same bit.
Each reaction Ri has an associated rate law, represented by a hazard function h i (X, Θ) (also called rate function), where Θ ≡ { θ r } is a set of parameters associated with the reactions.
We extend the algorithms to the case when there is a set of indexes associated with each view.
This paper is about building an ensemble of classifiers each of which is trained based on a particular weighting over the training examples (a weighting is a set of weights associated with the examples).
The metric gab x,t) is a set of numbers associated with each point which gives the distance to neighboring points.
The second main feature that ontologies provide is a set of labels associated with the classes and relations in the ontology.
