Human-Centered Artificial Intelligence

Research and Applications
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ISBN-13:
9780323856485
Veröffentl:
2022
Erscheinungsdatum:
18.05.2022
Seiten:
312
Autor:
Chang S. Nam
Gewicht:
526 g
Format:
226x150x22 mm
Sprache:
Englisch
Beschreibung:

"Human-Centered Artificial Intelligence: Research and Applications presents current theories, fundamentals, techniques and diverse applications of human-centered AI. Sections address the question, 'are AI models explainable, interpretable and understandable?', introduce readers to the design and development process, including mind perception and human interfaces, explore various applications of human-centered AI, including human-robot interaction, healthcare and decision-making, and more. As human-centered AI aims to push the boundaries of previously limited AI solutions to bridge the gap between machine and human, this book is an ideal update on the latest advances."--
PART I: Explainable AI 1. Are AI models Explainable, Interpretable, and Understandable? 2. Explanation Using Interpretable Models 3. Explanation Using Model-Agnostic Methods 4. Explanation Using Examples 5. Explanation of Ensemble Models 6. Explanation of Deep Learning Models

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