Foundations of Rule Learning

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Rules – the clearest, most explored and best understood form of knowledge representation – are particularly important for data mining, as they offer the best tradeoff between human and machine understandability. This book presents the fundamentals of rule learning as investigated in classical machine learning and modern data mining. It introduces a feature-based view, as a unifying framework for p...

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Rules – the clearest, most explored and best understood form of knowledge representation – are particularly important for data mining, as they offer the best tradeoff between human and machine understandability. This book presents the fundamentals of rule learning as investigated in classical machine learning and modern data mining. It introduces a feature-based view, as a unifying framework for p...

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  • Formats: pdf
  • ISBN: 9783540751977
  • Publication Date: 6 Nov 2012
  • Publisher: Springer Berlin Heidelberg
  • Product language: English
  • Drm Setting: DRM