Graph kernels and applications in chemoinformatics
published: July 12, 2007, recorded: June 2007, views: 10962
Report a problem or upload filesIf you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
Several problems in chemistry can be formulated as classification or regression problems over molecules which, when represented by their planar structure, can be seen as labeled graphs. Several approaches have been proposed recently to define positive definite kernels over labeled graphs, paving the way to the use of powerful kernel methods in chemoinformatics. In this talk I will review some of these approaches and present relevant applications in computational chemistry.
Link this pageWould you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !