Description: 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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EAN: 9783030649487
UPC: 9783030649487
ISBN: 9783030649487
MPN: N/A
Book Title: Interpretable Artificial Intelligence: A Perspecti
Item Length: 23.4 cm
Number of Pages: 429 Pages
Language: English
Publication Name: Interpretable Artificial Intelligence: a Perspective of Granular Computing
Publisher: Springer Nature Switzerland Ag
Publication Year: 2021
Subject: Computer Science
Item Height: 235 mm
Item Weight: 822 g
Type: Textbook
Author: Witold Pedrycz, Shyi-Ming Chen
Item Width: 155 mm
Format: Hardcover
