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Explainable Fuzzy Systems: Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems
Hardcover
Series: Studies in Computational Intelligence, Book 970
Technology & EngineeringGeneral Computers
ISBN13: 9783030710972
Publisher: Springer Nature
Published: Apr 8 2021
Pages: 232
Weight: 1.21
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. The idea of interpretability in fuzzy systems, which is grounded on mathematical constraints and assessment functions, is firstly introduced. Then, design methodologies are described. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation. This approach is supported by open source software.
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