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Více informací o knize Interpretable Artificial Intelligence: A Perspective of Granular Computing

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Interpretable Artificial Intelligence: A Perspective of Granular Computing
• Autor: Witold Pedrycz, Shyi-Ming Chen
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 429
• EAN: 9783030649517
• ID: 38809248
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 670 g
• Rozměry: 235 × 155 × 24 mm
• Datum vydání: 29. March 2022

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