Completion of biological networks : the output kernel trees approach
published: April 15, 2007, recorded: June 2006, views: 268
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.
Elucidating biological networks appears nowadays as one of the most important challenge in systems biology. Due to the availability of various sources of data, machine learning has to play a major role regarding this issue, given its large spectrum of tools ranging from generative models to concept learning methods. In this work the focus is narrowed on the completion of biological interactions networks for which some of the interactions between variables (usually genes or proteins) are already known.
Link this pageWould you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !