Interpretable Artificial Intelligence: A Perspective of Granular Computing
Aus der Reihe
Studies in Computational Intelligence
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- Hardcover
- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
Fr. 201.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
29.03.2022
Herausgeber
Witold Pedrycz + weitereVerlag
SpringerSeitenzahl
429
Maße (L/B/H)
23.5/15.5/2.4 cm
Gewicht
663 g
Auflage
1st ed. 2021
Sprache
Englisch
ISBN
978-3-030-64951-7
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 interpretation. The book appeals to a broad audience including researchers and practitioners interested in gaining exposure to the rapidly growing body of knowledge in AI and intelligent systems.
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