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.
1137986366
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 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.
169.0
In Stock
5
1

Interpretable Artificial Intelligence: A Perspective of Granular Computing

Interpretable Artificial Intelligence: A Perspective of Granular Computing
eBook(1st ed. 2021)
$169.00
Related collections and offers
169.0
In Stock
Product Details
ISBN-13: | 9783030649494 |
---|---|
Publisher: | Springer-Verlag New York, LLC |
Publication date: | 03/26/2021 |
Series: | Studies in Computational Intelligence , #937 |
Sold by: | Barnes & Noble |
Format: | eBook |
File size: | 66 MB |
Note: | This product may take a few minutes to download. |
From the B&N Reads Blog