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Interpretability of Computational Intelligence-Based Regression Models - Janos Abonyi - Bog

af Janos Abonyi, Tamas Kenesei

indgår i SpringerBriefs in Computer Science serien

Interpretability of Computational Intelligence-Based Regression Models af Janos Abonyi
Bag om Interpretability of Computational Intelligence-Based Regression Models

The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319219417
  • Indbinding:
  • Paperback
  • Sideantal:
  • 82
  • Udgivet:
  • 23. Oktober 2015
  • Udgave:
  • 12015
  • Størrelse:
  • 235x155x5 mm.
  • Vægt:
  • 1533 g.
  • 2-3 uger.
  • 18. Juli 2024
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The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques.

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