One possible avenue for further analysis of this vast parameter space is by creating groups defined by different behavior classes based on biological and dynamical information [ 37, 39].
Good and Hermsmeier proposed a protocol to evaluate models that reduces this effect, by first organizing a drug database into classes based on the drug ontology classes defined by Schuffenhaur et al. [2].
Common Sense's classes, based on research by Howard Gardner, a Harvard psychology and education professor, are grouped into topics he calls "ethical fault lines": identity (how do you present yourself online?); privacy (the world can see everything you write); ownership (plagiarism, reproducing creative work); credibility (legitimate sources of information); and community (interacting with others).
The future of cancer management will likely be governed by partitioning tumors into categories or classes based on their constellation of mutations, structural alterations and epigenetic states that control oncogenic pathways.
Ward's clustering method has been used successfully by previous studies to define neuronal classes based on multiple electrophysiological, molecular, and/or morphological features (Tamas et al. 1997; Cauli et al. 2000; Karube et al. 2004; Dumitriu et al. 2006; Gallopin et al. 2006; Halabisky et al. 2006; Dávid et al. 2007; Andjelic et al. 2008; Helmstaedter et al. 2009; Karagiannis et al. 2009).
To reduce the false positive rate in our prediction, we have analyzed the position of known ncRNAs in E.coli by classifying all ncRNAs into four classes based on their locations: (i) intergenic; (ii) cds_samestrand; (iii) antisense; and (iv) other cases.
We address this issue by categorizing the teachers into four broad classes based on their computer proficiency and providing them with customized authoring experience.
Our practices suggest that if the algorithm course is held as part of fundamental science education, the teacher could conduct the classes based on discovery learning by introducing an appropriate learning support system.
Biosurfactants produced by microorganisms are grouped into two different classes based on their chemical composition, viz., low molecular weight surface-active agents called biosurfactants and high molecular weight biosurfactants referred to as bioemulsifiers.
Developing gene signatures that allow identification and classification of tumors into RAS effector classes, based on effectors engaged by RAS, should allow for rational patient therapies that utilize appropriate pharmacological inhibitors either alone or in combination.
