| 書(shū)目名稱(chēng) | Explainable Edge AI: A Futuristic Computing Perspective | | 編輯 | Aboul Ella Hassanien,Deepak Gupta,Ankit Garg | | 視頻video | http://file.papertrans.cn/320/319296/319296.mp4 | | 概述 | Presents explainability in edge AI, an amalgamation of edge computing and AI.Presents the fundamental concepts of explainable artificial intelligence (XAI).Describes the concept of explainable edge AI | | 叢書(shū)名稱(chēng) | Studies in Computational Intelligence | | 圖書(shū)封面 |  | | 描述 | .This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data-fusion, and comprehensibility that are significant for edge AI are being addressed in this book through explainable models and techniques. The concept of explainable edge AI is new in front of the academic and research community, and consequently, it will undoubtedly explore multiple research dimensions. The book presents the concept of explainability in edge AI which is the amalgamation of edge computing and AI. In the futuristic computing scenario, the goal of explainable edge AI will be to execute the AI tasks and produce explainable results at the edge. First, this book explains the fundamental concepts of explainable artificial intelligence (XAI), then it describes the concept of explainable edge AI, and finally, it elaborates on the technicalities of explainability in edge AI. Owing to the quick transition in the current computing scenario and integration with the latest AI-based technologies, it is significant to facilitate people-centric computing through explainable edge AI. Explainable edge AI | | 出版日期 | Book 2023 | | 關(guān)鍵詞 | Computational Intelligence; Explainable Edge AI; XAI; Machine Learning; Deep Learning; Fairness; Accountab | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-18292-1 | | isbn_softcover | 978-3-031-18294-5 | | isbn_ebook | 978-3-031-18292-1Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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