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Kernel Methods in Bioinformatics


Book Chapter


Kernel methods have now witnessed more than a decade of increasing popularity in the bioinformatics community. In this article, we will compactly review this development, examining the areas in which kernel methods have contributed to computational biology and describing the reasons for their success.

Author(s): Borgwardt, KM.
Book Title: Handbook of Statistical Bioinformatics
Pages: 317-334
Year: 2011
Day: 0

Series: Springer Handbooks of Computational Statistics ; 3
Editors: Lu, H.H.-S., Sch{\"o}lkopf, B. and Zhao, H.
Publisher: Springer

Department(s): Empirical Inference
Bibtex Type: Book Chapter (inbook)

Address: Berlin, Germany
DOI: 10.1007/978-3-642-16345-6_15
ISBN: 978-3-642-16345-6

Links: PDF


  title = {Kernel Methods in Bioinformatics },
  author = {Borgwardt, KM.},
  booktitle = {Handbook of Statistical Bioinformatics},
  pages = {317-334},
  series = {Springer Handbooks of Computational Statistics ; 3},
  editors = {Lu, H.H.-S., Sch{\"o}lkopf, B. and Zhao, H.},
  publisher = {Springer},
  address = {Berlin, Germany},
  year = {2011}