@Article{BOSSR2008, author = {Asa Ben-Hur and Cheng Soon Ong and S\"oren Sonnenburg and Bernhard Sch\"olkopf and Gunnar R\"atsch}, journal = {PLoS Comput Biology}, publisher = {Public Library of Science}, title = {Support Vector Machines and Kernels for Computational Biology}, year = {2008}, month = {October}, volume = {4}, pages = {e1000173}, number = {10}, url = {http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1000173}, dataset = {http://svmcompbio.tuebingen.mpg.de/}, abstract = {This is a tutorial on Support Vector Machines and Kernels for Computational Biology, which takes the reader through the basics of machine learning, support vector machines (SVMs) and kernels for real-valued and sequence data. The example of splice site prediction is used to illustrate the main ideas.} }