Interpretable Artificial Intelligence: A Perspective of Granular Computing
This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) - Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular Computing. The innovative perspective established with the aid of information granules provides a high level of human centricity and transparency central to the development of AI constructs. The chapters reflect the breadth of the area and cover recent developments in the methodology, advanced algorithms and applications of XAI to visual analytics, knowledge representation, learning and interpreta…
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Produktdetails
Weitere Autoren: Pedrycz, Witold (Hrsg.)
- ISBN: 978-3-030-64948-7
- EAN: 9783030649487
- Produktnummer: 36004447
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Seitenangabe: 440 S.
- Masse: H24.1 cm x B16.0 cm x D2.9 cm 822 g
- Auflage: 1st ed. 2021
- Abbildungen: HC runder Rücken kaschiert
- Gewicht: 822
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