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An innovative prospective was instead given by Geng et al. [69] who used an EM-like iterative learning algorithm to model the incomplete aging pattern extracted by observing the same individual at different ages.
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In this paper we establish an error model for the incomplete "mark" and imperfect "destroy" operations.
The small number of annotated genes in this subontology (Table 1) makes it difficult to train an effective model while the incomplete nature of the current gold standard used for evaluation tends to underestimate performance of classifiers.
RIM is a model-based approach that uses the incomplete model and the plan cases to first learn a more complete model.
In agreement with the reported trends, the model predicts that the incomplete regeneration of the catalyst at low temperatures is responsible for the low values of oxygen storage capacity.
In comparison with earlier work on treating incomplete high-throughput datasets (Oba et al., 2003; Scholz et al., 2005), our aim is not to estimate the missing values, but rather to improve the estimation of the model parameters from the incomplete datasets.
There are cases when it is difficult or even impossible to distinguish between rival models due to the incomplete observability of their internal states.
The results obtained with the assays of co-purification were consistent with the model of incomplete recognition and explained the lack of interference of the antiserum in tissue staining with aptamer PTENz14.
This file contains the complete library, the incomplete model and the task used for modeling the Rab5-Rab7 switch.
Following the constraints from the incomplete model, ProBMoT combines these process instances into candidate model structures.
We initially introduced a number of cancerous mutations into the original EGF model developed by [ 29] but found that the model incorrectly predicted the effects of an EGFR mutation due to the fact that the model was incomplete.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com