Explainable fuzzy systems : paving the way from interpretable fuzzy systems to explainable AI systems / Jose Maria Alonso Moral, Ciro Castiello, Luis Magdalena, Corrado Mencar.
The importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language. Design of Explainable...
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| Online Access: |
Full Text (via Springer) |
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| Main Authors: | , , , |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer,
[2021]
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| Series: | Studies in computational intelligence ;
v. 970. |
| Subjects: |
Table of Contents:
- Toward Explainable Artificial Intelligence through Fuzzy Systems
- An Overview of Fuzzy Systems
- Interpretability Constraints and Criteria for Fuzzy Systems
- Revisiting Indexes for Assessing Interpretability of Fuzzy Systems
- Designing Interpretable Fuzzy Systems.