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Interpretability of Computational Intelligence-Based Regression Models
häftad,
2015,
Engelska,
ISBN 9783319219417
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 …
Graph-Based Clustering and Data Visualization Algorithms
häftad,
2013,
Engelska,
ISBN 9781447151579
This work presents a data visualization technique that combines graph-based topology representation and dimensionality reduction methods to visualize the intrinsic data structure …
Network-Based Analysis of Dynamical Systems
häftad,
2020,
Engelska,
ISBN 9783030364717
This book explores the key idea that the dynamical properties of complex systems can be determined by effectively calculating specific structural features using network …