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...

Full description

Saved in:
Bibliographic Details
Main Authors: Kenesei, Tamás (Author), Abonyi, János (Author)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edition:First edition 2015.
Series:SpringerBriefs in computer science.
Subjects:
Online Access:Connect to this title online