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商品詳細
Explainable Artificial Intelligence-based Industrial Internet of Things: Technologies and Applications.
・ISBN 978-1-032-88367-0 hard GB£ 171.99
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| 著者・編者 | Vinta, Surendra Reddy / Pande, Sagar Dhanraj / Khamparia, Aditya (eds.), |
|---|---|
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2025 |
| ページ数 | 320 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A04-76473＞ |
解説
The text explains how explainable artificial intelligence impacts problem-solving and aims to provide practical suggestions across various emerging industries. It further discusses important topics such as the strategic utilization of explainable artificial intelligence in supply chain enhancement, the integral role of explainable artificial intelligence in smart farming and smart cities with the industrial Internet of Things integration.
Features:
- Discusses local interpretable model-agnostic explanations, and Shapley additive explanations for transparent data analysis, modeling, and prediction
- Highlights the importance of using artificial intelligence (AI) in optimizing processes by studying decision-making interpretability in supply chain optimization
- Explains the use of explainable artificial intelligence to optimize supply chains by predicting demand, identifying bottlenecks, and making informed decisions about inventory management
- Illustrates the benefit of employing explainable artificial intelligence in optimizing resource utilization, improving decision-making, and creating more efficient and sustainable ecosystems
- Explores the integration of explainable artificial intelligence into smart appliances to provide insights into their operations and improve user experience
It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electrical and communications engineering, computer science and engineering, and information technology.