Open AccessESA-UbiSite: accurate prediction of human ubiquitination sites by identifying a set of effective negatives
Author(s) -
Jyun-Rong Wang,
Wen-Lin Huang,
Ming-Ju Tsai,
Kai-Ti Hsu,
Hui-Ling Huang,
ShinnYing Ho
Publication year - 2016
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btw701
Subject(s) - set (abstract data type) , computer science , data mining , computational biology , artificial intelligence , biology , programming language
Numerous ubiquitination sites remain undiscovered because of the limitations of mass spectrometry-based methods. Existing prediction methods use randomly selected non-validated sites as non-ubiquitination sites to train ubiquitination site prediction models.
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