Prediction of protein subcellular localization

CS Yu, YC Chen, CH Lu… - … : Structure, Function, and …, 2006 - Wiley Online Library
Because the protein's function is usually related to its subcellular localization, the ability to
predict subcellular localization directly from protein sequences will be useful for inferring
protein functions. Recent years have seen a surging interest in the development of novel
computational tools to predict subcellular localization. At present, these approaches, based
on a wide range of algorithms, have achieved varying degrees of success for specific
organisms and for certain localization categories. A number of authors have noticed that …

Prediction of protein subcellular localization of human protein using j48, random forest and best first tree techniques

U Chouhan, A Dwivedi - JOURNAL OF ADVANCED APPLIED …, 2017 - joaasr.com
Functional explication of unascertained proteins is a remarkable achievement in proteomics.
Proteins subcellular localization serves as the key annotation. Many prediction techniques
were developed emphasizing on an individual biological point or speculating a subset of all
localizations. Emulating the protein localization that is studied pivotal is carried out by
gathering all the necessary biological relevant information and addressing the necessity of
improving the prediction accuracy. Proteins carry an obligatory role in a wide range of …
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