BMC Bioinformatics · 2008 · 196 citations · 27 references
We have proposed an algorithm IPMA for mining informative physicochemical properties from protein sequences to build an SVM-based prediction system UbiPred. UbiPred can predict ubiquitylation sites accompanied with a prediction score each to help biologists in identifying promising sites for experimental verification. UbiPred has been implemented as a web server and is available at http://iclab.life.nctu.edu.tw/ubipred.
27
Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.1K citations
Data Classification, Support Vector Machine, Classification Method +15
WebLogo: A Sequence Logo Generator: Figure 1
Gavin E. Crooks, Gary C. Hon, John‐Marc Chandonia et al. · Genome Research · 2004 · 12.7K citations · Full text
Libsvm : A library for support vector machines
Vittorio Ferrari · Medical Entomology and Zoology · 2008 · 10.1K citations
A proteomics approach to understanding protein ubiquitination
Junmin Peng, Daniel Schwartz, Joshua E. Elias et al. · Nature Biotechnology · 2003 · 1.6K citations