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Using the inference functionality of SQIV we can pre-process the data in an automatic way, in order to perform any transformations that do not result in information loss but will decrease redundancy in the database (e.g. transform all tumour size values to centimeters).
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Biologic inference on functionality of individual candidate single nucleotide polymorphisms (SNPs) within genes of interest may be limited and conflicting, and so choosing multiple genes in related pathways is attractive.
Hence, an adaptive network is equivalent to a Sugeno-type fuzzy inference system from functionality point of view.
Because this taxonomy was in large part driven by data from amnesic patients with hippocampal damage, this scheme has been used to make inferences about the functionality of the infant hippocampus.
Characterizing regions that are affected by selection may enable inferences on the functionality of a genomic region and possibly the effects of specific genes or gene combinations on specific traits [ 3- 6].
The theoretical tools supporting the analysis are: (1) a new statistical framework that we call algorithmic inference; (2) a special functionality of the sampled points in respect to the formulas, denoted sentineling; and (3) entropy measures and fuzzy set methods governing the whole learning process.
As expected, the discovery of interactions as well as disease-association for a given gene provides additional biological knowledge, allowing inferences as to its genomic functionality.
The traditional and conventional hybrid technique used in the modeling of oil and gas reservoir properties is the adaptive neuro-fuzzy inference system (ANFIS), which combines the functionalities of ANN and fuzzy logic techniques.
Multiple plug-ins have been developed to extend the functionality of Protégé, including various inference and reasoning tools.
On the server side, the ontology is loaded, inferences are pre-computed and then query functionality is exposed to the client via a web service.
The MEDICALWARE™1 component, integrated with a GDSS is designed to provide problem-solving support, access to clinical algorithms and procedures, expert inference support and several MDM support tools with hypermedia functionality.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com