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  • J. Fürnkranz
  • Computer Science
  • J. Mach. Learn. Res.
  • 2002 (First Publication: 1 March 2002)
  • In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifier for each pair ofExpand
  • J. Fürnkranz
  • Computer Science
  • Artificial Intelligence Review
  • 2004 (First Publication: 1 February 1999)
  • This paper is a survey of inductive rule learning algorithms that use a separate-and-conquer strategy. This strategy can be traced back to the AQ learning system and still enjoys popularity as can beExpand
  • J. Fürnkranz, E. Hüllermeier
  • Computer Science
  • Künstliche Intell.
  • 2005
  • By combining practical relevance with novel types of prediction problems, the learning from/of preferences has recently received a lot of attention in the machine learning literature. Just as otherExpand