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. The first part of the book deals w...

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Bibliographic Details
Published in:Springer eBooks
Main Authors: Kenesei, Tamás (Author), Abonyi, János (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:SpringerBriefs in Computer Science,
Subjects:
Online Access:http://dx.doi.org/10.1007/978-3-319-21942-4
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