(2) E r r = ∑ i = 1 n ∑ k = 1 T (x ^ i, k − x i (t k, W, B ) ) 2 Searching for an optimal model structure is supported by the integration of knowledge based on different sources than gene expression time series.
Nevertheless, the reasoner has been design to have an easy integration with any knowledge based system that need this kind of representation and reasoning.
In contrast to classical statistical testing confined to drawing evidence for the actual clinical trial, E-R and PK/PD analyses focus on drawing inferences through integration of prior knowledge based on pharmacology and physiological principles.
The challenge remains in the integration of new results with existing knowledge based on histopathological stratification of breast cancer.
We found that the opportunity for success in prediction of clinical outcomes in GBM was increased when the prediction was based on the integration of genomic data and genomic knowledge based on inter-relationship.
To better address the integration of multidisciplinary engineering knowledge within a knowledge based engineering (KBE) framework, the KNOMAD methodology has been devised.
In particular, ontologies that provide a unifying knowledge framework for annotating the data are required to facilitate the semantic integration, knowledge-based searching, unambiguous interpretation, mining and inferencing of the data using informatics methods.
It is shown that the application and integration of the knowledge-based expert system technology into numerical modelling for coastal processes can provide substantial assistance to novice users for selection of numerical model as well as parameters.
A survey of current systems found that although there are systems that suggest treatment options, there is no real-time integration with other knowledge bases.
Pittaway et al. (2004) also found that more complex innovation processes benefit from engagement with a diverse range of partners which allows for the integration of different knowledge bases, behaviours and habits of thought.
Often each project requires implementing new analysis code, integration with specific knowledge bases, and specific visualizations.
