Books and Journal Special Issues



  • Learning with Support Vector Machines by Colin Campbell and Yiming Ying (2011, previously publihed by Morgan and Claypool, now published by Springer Nature). This is a concise introduction to Support Vector Machines and kernel-based learning. It is available from Springer Nature and Amazon (back copies). Introductory Lectures on Support Vector Machines, from the 6th International Summer School on Pattern Recognition, provide a shortened summary of some of the content of this book.
  • Special Issue: Support Vector Machines and Kernel Methods. Editors Nello Cristianini, Colin Campbell and Chris Burges. Machine Learning, vol. 46, 2002.
  • Special Issue: Support Vector Machines. Editors C. Campbel,C.-J Lin, S.S.Keerthi, V.D. Sancez A. Neurocomputing vol 55/1-2, 2003.
  • Special Issue: New Techniques for Analysis for Microarray Data. Editor Colin Campbell. Bioinformatics vol. 19, 2003, p. 1045.