ML in Bioinformatics

Posted in Science on July 29, 2008

ML in Bioinformatics

After a brief introduction to the use of machine learning in computational biology, we focus on the problem of biological networks inference. We define the problem as a problem of kernel learning using prediction in kernelized output spaces. Methods based on Output kernel Tree are presented to solve the problem. Results on two benchmarks are shown.

Author: Florence d'Alché, Université Evry val d'Essonne Genopole

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Tags: Science, Lectures, Computer Science, Machine Learning, VideoLectures.Net, Bioinformatics, Kernel Methods